Glossary
Disinformation terminology can be confusing at the best of times. With that in mind, our experts have put together this glossary to help you traverse the A-Z.
A
Actors
The individuals, accounts, organizations, or entities participating in online conversations. Cyabra analyzes actors to understand who is driving activity, assess authenticity, and identify coordinated networks as part of its ABC Framework.
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AI Generated Content
Text, images, audio, video, or other digital media created or significantly modified using artificial intelligence technologies, including generative AI models. While AI-generated content has many legitimate applications, it can also be used to create synthetic media, impersonate individuals, accelerate the spread of manipulated narratives, or support coordinated influence campaigns. AI-generated content is transforming how information […]
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Astroturfing
The coordinated practice of creating the false appearance of genuine grassroots support or opposition by orchestrating participation through inauthentic accounts, coordinated networks, or artificial amplification. Astroturfing is designed to make a narrative, campaign, or movement appear more broadly supported than it is, influencing public perception and decision-making.
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Authenticity Segmentation
The classification of digital participation using behavioral and network indicators to assess whether activity is authentic, inauthentic, or unclassified. Cyabra uses authenticity segmentation to identify coordinated activity, prioritize investigations, and distinguish genuine audience engagement from manipulated participation. Why is it important? Authenticity segmentation helps organizations understand who is driving online conversations, not just what is […]
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Automated Accounts
Online accounts that use software, scripts, or artificial intelligence to perform actions such as posting, commenting, liking, or sharing content with limited or no human intervention. Automated accounts can serve legitimate purposes, such as distributing news or customer updates, but they may also be used to artificially amplify narratives, coordinate messaging, or manipulate online conversations.
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B
Behaviour Analysis
The analysis of participation patterns, coordination, and amplification across digital information environments. Cyabra examines behavioral signals to identify coordinated activity, distinguish authentic engagement from manipulation, and support evidence-based decision-making. Why is it important? Behavior analysis provides the context needed to understand what is happening behind online conversations. Similar content can have very different implications depending […]
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Behaviours
The patterns of online activity that reveal how participation is coordinated, amplified, or propagated. Cyabra analyzes behavioral signals to identify indicators of coordination and distinguish authentic engagement from manipulated activity as part of its as part of its ABC Framework.
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Bot
An automated or semi-automated online account that performs actions such as posting, sharing, commenting, or engaging with content at a speed or scale beyond typical human activity. Bots can serve legitimate purposes, including customer support, news distribution, and service updates, but they may also be used to artificially amplify narratives, coordinate messaging, or manipulate online […]
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Bot Network
A group of automated or semi-automated accounts that operate in a coordinated manner to amplify content, promote narratives, or influence online conversations at scale. Bot networks may be used to artificially increase the visibility of specific messages, create the appearance of widespread support or opposition, or distort perceptions of public sentiment.
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Brand Intelligence
What is Brand Intelligence? Brand Intelligence is a type of cyber threat intelligence that deals with the identification and detection of brand abuse across the public attack surface. Accurate and timely brand intelligence gives enterprise SecOps teams the ability to detect and disrupt fraudulent uses of their brand assets. Brand abuse encompasses a variety of malicious activities that […]
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Brand Reputation
Public perception of an organization shaped by customer experiences, public discourse, media coverage, and digital engagement. In today’s information environment, brand reputation can be influenced by authentic audience sentiment as well as coordinated activity, artificial amplification, manipulated narratives, and inauthentic participation. Why is it important? Brand reputation directly influences customer trust, business performance, and organizational […]
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C
Cognitive Warfare
A concept associated with NATO and other defense organizations that describes efforts to influence or disrupt human perception, decision-making, and societal cohesion through activities conducted in the information environment. Unlike traditional forms of conflict, cognitive warfare seeks to shape how individuals and communities interpret information and make decisions, often through coordinated narratives, information manipulation, or […]
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Content
The information, narratives, and media shared across digital platforms. As part of Cyabra’s ABC Framework, content is analyzed together with actors and behaviors to understand how narratives spread, evolve, and are amplified across digital information environments
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Coordinated Inauthentic Behavior (CIB)
The coordinated use of accounts that misrepresent their identity, affiliation, or intent to manipulate online conversations, artificially amplify narratives, or influence public perception. CIB is identified through patterns of synchronized behavior, network relationships, and coordinated participation across digital platforms. It is widely used by major technology platforms and aligned with institutional terminology and a key […]
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Coordinated Inauthentic Campaign (CIC)
An organized effort that uses coordinated inauthentic activity to influence online conversations, shape public perception, or amplify specific narratives across digital platforms. A CIC typically involves multiple accounts, coordinated behaviors, and synchronized content distribution designed to create artificial visibility or legitimacy.
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D
Deepfake
Synthetic media generated or manipulated using artificial intelligence to convincingly imitate the appearance, voice, or actions of a real person or event. Deepfakes can be created for legitimate purposes, such as entertainment or accessibility, but they may also be used to spread misinformation, impersonate individuals, manipulate public perception, or support coordinated influence campaigns.
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Digital Risk Management (DRM)
The process of identifying, assessing, and mitigating risks that arise across digital information environments, including reputational manipulation, coordinated influence, impersonation, and other threats that can affect trust, credibility, or organizational decision-making. Why is it important? Organizations face a growing range of risks that originate in digital information environments. Coordinated campaigns, artificial amplification and manipulated narratives […]
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Digital Trust
The confidence that online information, interactions, and engagement accurately reflect authentic activity rather than coordinated manipulation or artificial amplification. Digital trust enables organizations, institutions, and individuals to make informed decisions based on reliable signals within complex information environments. Restoring digital trust is central to Cyabra’s mission. Why is it important? Digital trust is the foundation […]
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DISARM Framework
An open-source framework for Disinformation Analysis and Risk Management that provides a standardized taxonomy for identifying, documenting, and analyzing the tactics, techniques, and procedures (TTPs) used in disinformation and influence operations. Modeled after the MITRE ATT&CK® framework for cybersecurity, DISARM enables analysts to classify coordinated activity using a common language, improving the consistency and interoperability […]
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Disinformation
False or misleading information that is deliberately created, manipulated, or shared to deceive audiences, influence public perception, or achieve strategic, political, financial, or ideological objectives. Disinformation is often amplified through coordinated activity, inauthentic participation, or artificial amplification to increase its reach and perceived credibility.
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E
Engagement Manipulation
The artificial inflation or distortion of online engagement metrics, such as likes, shares, comments, reposts, or views, through deceptive techniques. Manipulated engagement is intended to increase the perceived popularity, credibility, or influence of a narrative, brand, or piece of content.
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F
Fake Account
An online account that misrepresents its identity, affiliation, or purpose to deceive others or participate in coordinated digital activity. Fake accounts may impersonate real individuals or organizations, conceal the identity of their operators, or be created to artificially amplify narratives, manipulate engagement, or influence public perception. While a single fake account may have limited impact, […]
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FIMI (Foreign Information Manipulation and Interference)
A framework developed by the European Union and aligned institutions to describe intentional, coordinated efforts by foreign state or state-linked actors to manipulate information environments and interfere with democratic processes, public discourse, or institutional trust. FIMI focuses on identifying patterns of manipulation, coordination, and interference rather than determining the truthfulness of individual pieces of content. […]
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G
Generative AI
A category of artificial intelligence that creates original content, including text, images, audio, video, and code, based on patterns learned from large datasets. Generative AI can enable innovation and productivity across many industries but it can also be used to produce synthetic media, impersonate individuals, and rapidly scale manipulated content or coordinated influence campaigns.
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Genuine Engagement
Authentic interactions between real people and digital content that occur naturally, without coordinated manipulation or artificial amplification. Genuine engagement reflects legitimate audience interest, participation, and sentiment, providing a reliable indicator of how people are responding to a topic, brand, organization, or event.
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Geopolitical Awareness
The ability to understand how global political events, regional conflicts, state and non-state actors, and cross-border influence operations shape online narratives, public perception, and institutional risk. Geopolitical awareness enables organizations to interpret digital activity within its broader context, helping distinguish routine discussion from coordinated campaigns that may affect trust, security, or reputation. Why is it […]
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Global Risks Report (WEF report)
An annual report published by the World Economic Forum (WEF) that assesses the most significant global risks facing governments, businesses, and societies over the short and long term. Drawing on input from global leaders and experts, the report examines risks across areas such as geopolitics, technology, the economy, the environment, and society. In recent […]
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H
Harassment Campaign
A coordinated effort to target an individual, organization, or community with sustained online abuse, intimidation, or unwanted attention. Harassment campaigns may involve authentic and inauthentic accounts, coordinated amplification, or repeated messaging designed to overwhelm conversations, damage reputation, or discourage participation. Cyabra analyzes the actors, behaviors, and content involved to identify indicators of coordination and assess […]
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Harmful Narrative
A recurring storyline or message that has the potential to cause harm by distorting public perception, eroding trust, damaging reputation, or influencing decision-making. Harmful narratives may spread organically or through coordinated activity, artificial amplification, and inauthentic participation. Rather than evaluating the truthfulness of individual claims, Cyabra analyzes the actors, behaviors, and content driving a narrative […]
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Hashtag Manipulation
The coordinated use of hashtags to artificially increase the visibility, reach, or perceived popularity of a narrative, campaign, or topic across digital platforms. This may involve synchronized posting, inauthentic participation, automated accounts, or artificial amplification designed to influence public perception or create a misleading impression of public interest or consensus.
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Heatmap Visualisation
A visual representation that uses color intensity to display the concentration, frequency, or distribution of activity across a dataset. Within Cyabra, heatmap visualizations help reveal patterns such as spikes in engagement, geographic concentrations, coordinated participation, or periods of increased narrative amplification. By transforming large volumes of data into an intuitive visual format, heatmaps enable analysts […]
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Hijacked Narrative
An authentic or emerging online conversation that has been deliberately redirected, reframed, or amplified through coordinated activity to alter its meaning, influence public perception, or advance a specific agenda. A hijacked narrative can involve coordinated messaging, artificial amplification, inauthentic participation, or strategic content dissemination that shifts attention away from the original discussion. Cyabra analyzes the […]
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I
Impersonation
The act of pretending to be another individual, brand, organization, or trusted entity online to deceive audiences, manipulate public perception, spread false or misleading information, or gain unauthorized credibility. Impersonation involves fake accounts, synthetic media, or coordinated campaigns designed to exploit trust and influence digital conversations.
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Inauthentic Engagement
Engagement generated through deceptive, coordinated, or artificially amplified participation rather than genuine audience interaction. This includes likes, shares, comments, reposts, or other interactions driven by fake accounts, bot networks, coordinated campaigns, or other forms of manipulated activity intended to influence visibility, credibility, or perceived popularity.
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Indication of Compromise (IoC)
A piece of observable evidence that suggests malicious or unauthorized activity has occurred. In cybersecurity, IoCs include artifacts such as malicious IP addresses, domains, file hashes, or unusual network activity. In digital information environments, indicators of compromise may also include coordinated behavioral patterns, synchronized account activity, artificial amplification, or other signals that suggest an organized […]
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Influence Operations (IO)
Coordinated activities designed to shape public perception, influence decision-making, or alter behavior through the strategic dissemination and amplification of information across digital and traditional media. Influence operations involve authentic or inauthentic accounts, coordinated messaging, artificial amplification, synthetic media, or other techniques that increase the reach and impact of specific narratives. Why is it important? Influence […]
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Information Environment
The broader digital and media ecosystem where narratives, actors, and behaviors interact, commonly used in NATO and sovereign analytical contexts. The information environment includes social media platforms, news media, messaging applications, websites, online communities, and the actors, behaviors, and content that shape public discourse. Within this environment, authentic engagement exists alongside coordinated activity, artificial amplification, […]
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L
Legitimacy Layer
Cyabra’s positioning as analytical infrastructure that sits between raw digital activity and institutional decision-making, providing structured evidence of authenticity and coordination. The Legitimacy Layer helps organizations determine whether online activity reflects authentic public participation or is being influenced by coordinated or inauthentic behavior. By providing additional context around the integrity of digital conversations, it enables […]
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M
Mal-information
Genuine or factual information that is deliberately shared, framed, or amplified to cause harm, manipulate public perception, or damage an individual, organization, or institution. Unlike misinformation or disinformation, the content itself may be authentic, but its selective presentation, timing, context, or coordinated amplification is intended to influence narratives or achieve strategic objectives.
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Malicious Actors
Individuals, groups, or organizations that deliberately engage in coordinated digital activity to manipulate information, influence public perception, deceive audiences, or disrupt organizations for strategic, political, financial, or ideological gain. Malicious actors may employ tactics such as fake accounts, bot networks, artificial amplification, impersonation, synthetic media, or coordinated influence campaigns.
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Manipulation-for-Hire
Commercially purchased services offering coordinated inauthentic engagement, amplification, or narrative manipulation designed to shape public perception, influence narratives, or create misleading signals of popularity or consensus. Highlighted in NATO StratCom COE research as part of the global manipulation economy. Why is it important? Manipulation-for-hire has transformed coordinated influence into a scalable commercial service. Organizations, governments, […]
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Manufactured sentiment
The artificial creation or amplification of positive, negative, or polarized online sentiment through coordinated activity rather than genuine public opinion. Manufactured sentiment may result from inauthentic participation, coordinated messaging, bot networks or fake accounts designed to influence how audiences perceive a topic, brand, organization, or event. Cyabra evaluates sentiment alongside authenticity and coordination signals to […]
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Misinformation
False or inaccurate information that is shared without the intent to deceive. It may result from misunderstanding, error, or the unintentional spread of inaccurate content, but can still influence public perception and shape online conversations. While misinformation is not inherently coordinated, it can be amplified by authentic users or coordinated networks, increasing its reach and […]
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Mitigation Monitoring
The continuous assessment of digital activity after mitigation measures have been implemented to evaluate whether coordinated activity has diminished, narratives have shifted, or new risks have emerged. Mitigation monitoring helps organizations evaluate the effectiveness of their response using structured, evidence-based analysis rather than assumptions, enabling proportionate decision-making as situations evolve. Why is it important? A […]
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MSSP (Managed Security Service Provider)
A third-party provider that delivers outsourced cybersecurity services, including threat monitoring, detection, incident response, vulnerability management, and security operations. MSSPs help organizations strengthen their security posture by providing continuous expertise, technology, and operational support. Cyabra complements MSSPs by providing narrative intelligence on digital information threats, including coordinated influence campaigns, inauthentic activity, and narrative manipulation, extending […]
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N
Narrative
An overarching theme, message or storyline that shapes how people understand an event, issue, brand, organization, or individual. Narratives are formed through the repeated sharing and amplification of related messages across digital and traditional media. They can emerge organically through authentic public discourse or be deliberately shaped through coordinated activity, artificial amplification, or influence operations.
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Narrative Intelligence
The process of identifying, analyzing, and understanding the narratives that shape public perception by revealing how they emerge, spread, evolve, and are amplified across digital platforms. By providing context, authenticity, and evidence, Cyabra enables organizations to understand the forces shaping digital conversations and make informed, proactive decisions. Why is it important? Organizations need to understand […]
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Narrative Mapping
The process of identifying, tracking, and visualizing how narratives emerge, evolve, spread, and interact across digital information environments. Narrative mapping reveals who is driving a narrative, how it propagates through networks, where coordination may exist, and how it influences public perception. This provides organizations with a structured, evidence-based understanding of narrative dynamics beyond individual posts […]
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Noise (Vs. Signal)
The distinction between routine, low-impact online activity (“noise”) and meaningful patterns of coordinated or authentic activity (“signal”) that warrant further analysis or action. Noise may include isolated posts, short-term spikes, or organic fluctuations that have little lasting impact, while signals indicate measurable trends, coordinated behavior, or narrative shifts that may influence public perception.
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O
Online Authenticity
The degree to which digital conversations, accounts, engagement, and narratives genuinely reflect genuine participation, and organic public discourse rather than coordinated manipulation or artificial amplification. Online authenticity is determined by evaluating the relationships between actors, behaviors, and content to understand whether activity is driven by authentic audiences or coordinated influence.
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Organic Activity
Digital activity that occurs naturally through authentic participation, without coordinated manipulation, artificial amplification, or deceptive influence. Organic activity reflects genuine audience interest and includes authentic conversations, engagement, and content sharing driven by real users.
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OSINT (Open-Source Intelligence)
The collection, analysis, and interpretation of information obtained from publicly available sources, including social media, news websites, forums, blogs, public records, and other open digital platforms for defined analytical purposes. OSINT transforms publicly accessible data into actionable intelligence that supports investigations, threat assessments, and informed decision-making. Why is it important? Publicly available information can provide […]
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Overreaction (brand/crisis)
A response that is disproportionate to the actual scale, authenticity, or impact of a digital event or online conversation. Overreactions often occur when organizations respond to manipulated engagement, coordinated campaigns, or short-lived spikes in activity as though they represent widespread public sentiment. Reacting too quickly or too aggressively to coordinated or low-impact activity can unintentionally […]
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P
Perception Manipulation
The coordinated effort to influence how audiences perceive an issue, event, or organization through narrative amplification, inauthentic participation, or other forms of coordinated activity.
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Phishing
A form of cyberattack in which attackers impersonate a trusted individual, organization, or service to deceive people into revealing sensitive information, such as passwords, financial details, or personal data, or to install malicious software. Phishing attempts are commonly delivered through email, text messages, social media, or fraudulent websites and often exploit trust, urgency, or fear […]
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Polarization
The increasing division of opinions, communities, or public discourse into opposing positions, often reinforced by coordinated amplification, narrative propagation, or selective information exposure. Polarization can intensify social, political, or brand-related conversations, making it more difficult to distinguish authentic public sentiment from manipulated activity.
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Preemptive Detection
The early identification of emerging coordinated activity, narrative shifts, or indicators of manipulation before they significantly influence public perception or escalate into broader digital risks. Cyabra helps organizations detect early warning signs, distinguish meaningful signals from routine noise, and assess potential threats before they develop into reputational, operational, or societal challenges. Why is it important? […]
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Profile Analysis
The examination of publicly available account attributes, behavioral patterns, network relationships, and digital activity to better understand an account’s authenticity, influence, and role within a broader information environment. Profile analysis considers how an account behaves, who it interacts with, and how it contributes to narrative propagation or coordinated activity.
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Propaganda
Information or messaging deliberately created and disseminated to influence public opinion, shape perceptions, or advance political, ideological, or strategic objectives. Propaganda may be distributed through authentic or coordinated inauthentic activity and is often amplified across digital ecosystems to increase its reach and impact. Cyabra does not determine the truthfulness of content; instead, it analyzes the […]
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Proportionate Response
Institutional decision-making guided by structured evidence, ensuring responses are measured and aligned with the scale of coordinated activity. It aligns the scale and urgency of a response with the verified impact, authenticity, and coordination of the activity involved.
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Psyops
Planned activities that use information and communication to influence the perceptions, attitudes, emotions, or behavior of a target audience in support of strategic objectives. Traditionally associated with military and sovereign defense operations, psyops may involve coordinated messaging, information dissemination, and other influence techniques designed to shape decision-making or public perception. While Cyabra does not use […]
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R
Rage Farming
The deliberate creation, amplification, or promotion of provocative, divisive, or emotionally charged content to maximize engagement, visibility, or influence. By exploiting strong emotional reactions, particularly anger, rage farming is designed to encourage sharing, and influence online conversations.
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Real Time Monitoring
The continuous analysis of online activity as events unfold to identify emerging narratives, coordinated behavior, and changes in digital information environments. Cyabra transforms real-time data into evidence-based intelligence, enabling organizations to understand what is happening, who is driving it, and how it may impact public perception. Why is it important? Digital threats can escalate within […]
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Remediation
The process of addressing and reducing the impact of coordinated digital threats through evidence-based actions. Remediation may include investigating coordinated activity, informing internal stakeholders, strengthening communications strategies, supporting platform reporting, or implementing other mitigation measures designed to reduce risk and protect trust. Cyabra provides the narrative intelligence and evidence needed to support remediation but does […]
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Reputation
The overall perception of a brand, organization, institution, or individual shaped by public discourse, media coverage, stakeholder interactions, and digital engagement over time. Reputation is influenced by both authentic audience sentiment and coordinated digital activity, including narrative amplification, artificial engagement, and influence campaigns. Cyabra helps organizations distinguish genuine changes in reputation from manipulated activity, enabling […]
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Risk Mitigation
The process of reducing the likelihood or impact of digital threats through proactive, evidence-based actions. In digital information environments, risk mitigation involves identifying coordinated activity, assessing emerging narratives, understanding potential impacts, and implementing appropriate strategies to reduce reputational, operational, or societal risk. Why is it important? Digital risks can escalate quickly if they are not […]
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S
Sentiment Analysis
The process of evaluating the emotional tone expressed in digital conversations to understand whether public sentiment is positive, negative, or neutral toward a topic, brand, organization, or event. While sentiment analysis provides valuable insight into audience attitudes, it does not explain why sentiment exists or whether it has been influenced by coordinated activity. Cyabra enhances […]
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Social Engineering
The use of deception, manipulation, or psychological tactics to influence individuals into revealing sensitive information, granting unauthorized access, or taking actions that benefit an attacker. Social engineering often exploits trust, authority, urgency, or emotion and may be carried out through phishing, impersonation, fake accounts, or coordinated influence campaigns across digital platforms. Primarily a cybersecurity term, […]
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Social Listening
The process of monitoring and analyzing online conversations to understand how people are discussing a brand, organization, topic, or event across digital platforms. Traditional social listening tracks metrics such as mentions, keywords, engagement, and sentiment to identify trends and audience reactions, but it does not determine whether activity is authentic, coordinated, or artificially amplified. Cyabra […]
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Social Threat Intelligence
The process of collecting, analyzing, and interpreting publicly available digital activity to identify coordinated influence campaigns, emerging narratives, inauthentic behavior, and other threats that may impact organizations, institutions, or public trust. Unlike traditional social monitoring, Social Threat Intelligence examines actors, behaviors, and content to reveal who is driving conversations, how narratives are spreading, and whether […]
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Sockpuppet
An online account that uses a false or concealed identity to deceive audiences or participate in digital conversations while appearing to be an independent individual. Sockpuppet accounts are often used to amplify narratives, manipulate public perception, coordinate messaging, or create the illusion of grassroots support or opposition. They may operate individually or as part of […]
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SOCMINT (Social Media Intelligence)
The analysis of publicly available social media data to identify narratives, coordination patterns, and participation behaviors. SOCMINT examines conversations, networks, behaviors, and emerging narratives to understand how information spreads and influences public perception. Collection must remain lawful and policy-aligned. Why is it important? Social media is often the first place where emerging risks, coordinated campaigns, […]
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State Actors
Government entities or organizations acting on behalf of a nation-state that participate in digital information environments to advance national interests. Depending on the context, state actors may conduct or support activities such as public communications, strategic messaging, cybersecurity operations, or influence operations.
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Structured Amplification
The use of coordinated participation patterns, human, automated, or hybrid, to artificially increase the visibility or perceived legitimacy of specific narratives. Cyabra’s narrative intelligence identifies structured amplification, distinguishes authentic engagement from coordinated influence, and assesses its impact on digital information environments.
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Synthetic Media
Digital content, including images, video, audio, and text, created or manipulated using artificial intelligence or other computational techniques. While synthetic media has many legitimate applications, it can also be used to mislead audiences, impersonate individuals, or amplify coordinated influence campaigns.
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T
Takedowns
The removal or restriction of online content or accounts by a platform, service provider or authorized organization for violating platform policies, legal requirements, or community standards. Takedowns are one possible outcome of a broader risk mitigation process but are carried out by the relevant platform or authority, not by intelligence providers. Cyabra does not conduct […]
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Threat Intelligence
The collection, analysis, and interpretation of information about existing or emerging threats to support informed decision-making and risk mitigation. Threat intelligence combines contextual, behavioral, and technical insights to help organizations understand the nature, intent, capabilities, and potential impact of a threat. Within digital information environments, Cyabra extends traditional threat intelligence by analyzing actors, behaviors, and […]
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TrustOps
The practice of continuously protecting and strengthening digital trust through the proactive identification, assessment, and mitigation of risks that affect reputation, authenticity, and public perception. TrustOps combines continuous monitoring, narrative intelligence, and evidence-based analysis to help organizations detect coordinated influence, assess emerging threats, and make informed decisions that preserve trust across digital information environments.
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TTPs (Tactics, Techniques, and Procedures)
Standardized descriptions of the methods and patterns used by threat actors to plan and execute coordinated activity. Tactics define the strategic objective, techniques describe the approaches used to achieve it, and procedures are the specific actions taken during execution. In digital information environments, TTPs may include coordinated messaging, artificial amplification, impersonation, bot networks, and other […]
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U
Undermining
The weakening of public confidence in institutions, organizations, or brands through coordinated digital activity or manipulated narratives. Cyabra helps organizations identify evidence of coordinated efforts that may affect trust, legitimacy, and public perception, enabling proportionate, evidence-based responses.
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URL Tracking
The monitoring and analysis of URLs shared across digital platforms to understand how links are propagated, amplified, and associated with online narratives. By tracking where and how URLs are shared, organizations can identify patterns of coordinated distribution, measure content reach, uncover influential amplifiers, and detect indicators of coordinated activity. Cyabra uses URL tracking to uncover […]
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V
Verification (content/claims)
The assessment of content or claims using publicly available evidence to understand how they are spreading, who is amplifying them, and whether coordinated activity is involved. Cyabra supports evidence-based evaluation but does not determine the truthfulness of content or act as a fact-checking authority.
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Virality
The rapid spread of content, narratives, or online conversations across digital platforms through sharing, engagement, and amplification. Virality may result from authentic audience interest or from coordinated activity and artificial amplification. Cyabra distinguishes between organic viral content and activity driven by coordinated amplification, helping organizations understand the source and potential impact of viral conversations.
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Visual Forensic Analysis
The examination of digital images and videos to identify indicators of manipulation, synthetic generation, alteration, or coordinated use. Visual forensic analysis helps assess the authenticity, origin, and propagation of visual content within digital information environments.
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Volume Manipulation
The coordinated increase or decrease of online conversation volume to distort perceptions of public interest or narrative significance. Volume manipulation is intended to create a misleading impression of public interest, urgency, or consensus around a topic, brand, or event.
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Vulnerability
The degree to which an organization, institution, or brand may be affected by coordinated digital activity that influences public perception or reputation. Perception and reputational vulnerabilities may increase the likelihood that coordinated campaigns will affect trust, credibility, or decision-making.
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W
Warning Signs
Early indicators of coordinated activity or emerging narrative change that may increase digital or reputational risk. These signals can include changes in participation patterns, coordinated messaging, unusual amplification, or rapid narrative acceleration.
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Weaponization (of narrative/content)
The strategic use of narratives, content, or digital information to influence public perception, shape decision-making, or create strategic advantage through coordinated activity, artificial amplification, or other forms of manipulation. Weaponization may involve authentic or synthetic content and often relies on coordinated propagation to maximize its reach and impact.
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World Economic Forum (WEF)
An independent international organization that brings together leaders from business, government, academia, and civil society to address global economic, technological, and societal challenges. Through initiatives such as the Global Risks Report, the WEF identifies emerging global threats, including misinformation and disinformation, which it has consistently recognized as significant risks to public trust, institutional resilience, and […]
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World Without Truth
A concept describing an increasingly complex digital information environment where synthetic media, coordinated influence, manipulated narratives, and artificial amplification make it more difficult to distinguish authentic signals from manipulated activity. Cyabra provides the evidence and context needed to navigate this complexity with confidence.
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