Training Example: SC Media – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[H1] Cybersecurity News, Awards, Webinars, eSummits, Research
[H1] Malware campaign uses VirusTotal manipulation, legitimate news sites to gain reputation
Laura FrenchJune 18, 2026The clipboard hijacker campaign also uses “ghost networks” on social media to boost engagement.
[H4] RESOURCES
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Identity
[H4] How to Build an AI Governance Framework for Identity
[IMG: Security lead point of Access Management concept. Secure identity protocols verify user permissions. Access Management tools prevent unauthorized entry into sensitive company environments.]
Identity
[H4] How to Evaluate and Select Identity and Access Management Tools
[IMG: Hooded hacker figure behind laptop with glowing fingerprint scan and digital security icons on dark background, concept of cybercrime and identity theft]
Identity
[H4] Identity-based attacks: how they work and how to defend against them
[IMG: Saviynt]
Identity
[H4] Identiverse 2026: Everyone wants an AI assistant. Few are ready to govern one
[IMG: Aembit]
Identity
[H4] Identiverse 2026: Blended Identities and the challenge of IAM for AI
[H4] PODCASTS
Threat Intelligence
[H4] GPS, PCI, ARCH, OH MY! – PSW #931
Leadership
[H4] Enterprise Browers in the Age of AI as CISO Role Changes and Leaders Harness Stress – Arunesh Chandra – BSW #452
Vulnerability Management
[H4] TSME, ARCH, Maine, Fable, PANOS, Doug’s Grandma, Vienna Sausages, Aaran Leyland – SWN #590
Application security
[H4] Why Does It Matter Who or What Created the Code? – Matias Madou – ASW #387
Data Security
[H4] Safe AI at scale, what happens after initial access, and the weekly enterprise news – Albert Estevez Polo, Shiva Pillay – ESW #463
[H3] FEATURED
[IMG: Perspectives Spotlight: Expert Insights]
[H6] Perspectives Spotlight: Expert Insights
[H3] Get daily email updates
SC Media's daily must-read of the most current and pressing daily news
[H3] Perspectives
[H5] As AI enters the SOC, evidence becomes more important than ever
Stephen DonnellyJune 18, 2026
[H5] Supplier risk has become a business resilience problem
Steve DurbinJune 18, 2026
[H5] Turn underground intelligence into actionable security
Ivan Khamenka June 17, 2026
[H5] The artificial adversary and the erosion of trust
Andres AndreuJune 17, 2026
[H5] 6 ways to identify non-human identities (NHIs)
Roy KatmorJune 16, 2026More Perspectives
[H3] In Brief
[H5] Agentjacking attack exploits AI coding tools with fake error reports
SC StaffJune 18, 2026
[H5] Cloudflare blocked 38.5 billion cyberattacks against civil society organizations
SC StaffJune 18, 2026
[H5] Icarus threat actors exploit Klue OAuth breach to steal Salesforce data
SC StaffJune 18, 2026
[H5] Law enforcement disrupts SocGholish botnet and Evil Corp servers
SC StaffJune 18, 2026
[H5] Apple releases security update for Beats Studio Buds vulnerability
SC StaffJune 18, 2026More Briefs
[H3] More Resources
[H5] Identiverse 2026: Who is responsible for an AI agent’s actions?
SC StaffJune 17, 2026
[H5] Identiverse 2026: Agentic AI has an identity problem
SC StaffJune 17, 2026
[H5] Identiverse 2026: Making enterprise AI agents accountable
SC StaffJune 16, 2026
[H5] Identiverse 2026: The rise of hybrid technical roles
SC StaffJune 16, 2026
[H5] Securing the model: Protecting AI systems from compromise
Paul WagenseilJune 15, 2026MORE RESOURCES
[IMG: Digital fingerprint scan composed of glowing blue circuit board pathways representing biometric security and identity verification in modern technological systems]
Identity
[H5] Identity is the foundation of trust. That makes it everyone’s problem.
Heather FlanaganJune 18, 2026Identiverse 2026 highlighted identity’s expanding role in AI, trust and governance.
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Network Security
[H5] F5 releases out-of-band patches for two critical NGINX bugs
Steve ZurierJune 18, 2026F5 issued urgent patches for two critical NGINX flaws that could enable DoS or code execution.
[IMG: (Credit: monticellllo – stock.adobe.com)]
Vulnerability Management
[H5] Max severity Joomla Content Editor extension flaw targeted in automated attacks
Laura FrenchJune 17, 2026The flaw was added to CISA’s Known Exploited Vulnerabilities catalog with a three-day deadline.
[IMG: Microsoft teams app logo on a computer screen through magnifying glass]
Ransomware
[H5] Attackers drop DragonForce ransomware leveraging MS Teams relay systems
Steve ZurierJune 17, 2026DragonForce ransomware abused Microsoft Teams relay infrastructure to hide C2 traffic.
[IMG: (Credit: Claudio Bórquez – stock.adobe.com)]
Critical Infrastructure Security
[H5] AUR suspends new registrations as 1,500-plus malicious packages flood repository
Laura FrenchJune 17, 2026Malicious build scripts deploy a Rust-based infostealer and eBPF rootkit.
Identity
[H5] The Invisible Majority: Why Board Risk Reporting Misses Machine Identity Exposure
SC Editorial Intelligence , expert reviewedJune 16, 2026Identity
[H5] Board Positioning for Identity Programs: The Platform Integration Blind Spot
SC Editorial Intelligence , expert reviewedJune 16, 2026Identity
[H5] Identity as a Business Asset: Strategies for Security Leaders
SC Editorial Intelligence , expert reviewedJune 16, 2026Loading...
[H3] Events
Cybercast
[H5] Stay ahead in the SOC: Contain threats with confidence and control
Tue Jun 23Cybercast
[H5] The new threat intel arms race: Why AI, automation, and open data changes everything
Thu Jun 25Cybercast
[H5] Rise of the machines: How to secure and win the AI revolution
Tue Jun 30Cybercast
[H5] AI for better SecOps: A Black Hat preview
Tue Jul 7Cybercast
[H5] Bridging the Gap from CISO-Developed Tools to Black Hat Hype: What AI Security Leaders Should Watch Next
Thu Jul 9 You can skip this ad in 5 seconds

[H1] Identity and access
[H1] Identity
Mastering Identity Security: Your Resource for IAM, Governance, Access, and More.
[IMG: Futuristic technology using biometric authentication for digital identity verification in a conceptual illustration.]
[H1] Laying the groundwork: A practical path to identity security for AI agents
Paul WagenseilMay 27, 2026As enterprises move toward AI-driven operations, identity modernization becomes essential.
[H3] Today's Top Identity Headlines
[IMG: Cyber Threats Pictured: Neon Green Hacker]
[H5] Massive database with 24 billion credentials found exposed online
SC StaffJune 17, 2026
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[H5] Apple to change Hide My Email domain, potentially impacting anonymous sign-ups
SC StaffJune 17, 2026
[IMG: Beyond Identity was one of two companies that topped $1 billion in valuation today. The other was managed detection and response company eSentire. (Credit: Beyond Identity)]
[H5] Beyond Identity launches Ceros to secure enterprise AI agents
SC StaffJune 16, 2026
[IMG: The phone screen lights up the various social media applications. The index finger touches the Discord application]
[H5] UK government to ban social media for under-16s
SC StaffJune 16, 2026
[H4] Identity: Explained and Explored
[IMG: Digital fingerprint scan composed of glowing blue circuit board pathways representing biometric security and identity verification in modern technological systems]
Identity
[H4] Identity is the foundation of trust. That makes it everyone’s problem.
[IMG: Saviynt]
Identity
[H4] Identiverse 2026: Everyone wants an AI assistant. Few are ready to govern one
[IMG: Aembit]
Identity
[H4] Identiverse 2026: Blended Identities and the challenge of IAM for AI
[IMG: P0 Security]
Identity
[H4] Identiverse 2026: Who is responsible for an AI agent’s actions?
[IMG: Token Security]
Identity
[H4] Identiverse 2026: Agentic AI has an identity problem
Identity
[H4] The Invisible Majority: Why Board Risk Reporting Misses Machine Identity Exposure
Identity
[H4] Board Positioning for Identity Programs: The Platform Integration Blind Spot
Identity
[H4] Identity as a Business Asset: Strategies for Security Leaders
Identity
[H4] Your Third-Party Access Problem Is a Board-Level Liability
[IMG: This image captures a modern workspace where digital security is highlighted, featuring a hand on a laptop keyboard with security icons representing connectivity and protection. Tessel]
Identity
[H4] Why Identity Budgets Are Still Sized for the Wrong Threat
[H3] Identity News
Identity
[H5] Blended Identities and the challenge of IAM for AI – David Goldschlag – IDV26 #1
June 16, 2026AI agents aren't quite human and aren't traditional machines. So how do you secure workflows that involve humans using AI to access sensitive data, and do it at machine speed and scale? David breaks down the challenges and discusses actual implementations of IAM for AI to explain how to solve them. Segment Resources: https://aembit.io/case-study/a-...Governance, Risk and Compliance
[H5] Who Is Responsible for an AI Agent’s Actions? – Neha Duggal – IDV26 #1
June 16, 2026As AI agents gain the ability to access systems, invoke tools, and take action on behalf of users, organizations need clear frameworks that define responsibility for machine-driven decisions and outcomes. This segment examines how accountability, delegation, and attribution can be established across users, developers, security teams, and business s...Governance, Risk and Compliance
[H5] Agentic AI Has an Identity Problem – Itamar Apelblat – IDV26 #1
June 16, 2026AI agents are already running inside enterprise environments, operating on credentials, API tokens, and cloud roles that most security teams have never inventoried. When an agent acts autonomously across production systems, the security question is no longer just what it can do but who it is and whether that identity is governed at all. Itamar Apel...
[IMG: A user interacts with a laptop, surrounded by holographic icons representing security and digital privacy. This image captures modern technology in action.]
AI/ML
[H5] How to defend at machine speed: A post-LLM era playbook
Picus SecurityJune 1, 2026AI-era attacks now move at machine speed, forcing defenders to rethink validation and response.
AI/ML
[H5] Making Enterprise AI Agents Accountable – Amir Ofek – IDV26 #1
June 16, 2026Organizations looking to unlock the power of Enterprise AI Agents, and in a controled and safe way at the speed of AI. Identity is at the heart of it. However, NHI Governance Is Not Enough for Enterprise AI Agents. The identity industry has responded to the rise of AI agents the same way it responds to every new identity challenge: extend existing ...Security Strategy, Plan, Budget
[H5] Identiverse 2026 Wrap-Up: Keep Your Agents Secure – IDV26 #1
June 16, 2026A wrap-up of Identiverse 2026 reflecting on a day of interviews focused on agentic AI, identity, and modern security challenges. Mike Shema closes the event with thanks to guests, sponsors, and production staff, while highlighting how quickly the conversation around AI agents is evolving. The segment ends with a look ahead to Identiverse 2027 and a...Security Strategy, Plan, Budget
[H5] Everyone Wants an AI Assistant. Few Are Ready to Govern One – Cassie Christensen – IDV26 #1
June 16, 2026Explore a growing reality many professionals can relate to: the appeal of using AI agents to handle the work that keeps piling up - from inbox management to research and logistics - and the governance challenges that quickly follow. The real barrier to scaling personal or enterprise AI agents isn’t the technology itself, but defining clear roles, a...
[IMG: AI-secured system demonstrating multi-layer encryption, identity protection, and password security with modern digital lock interface Latch]
Identity
[H5] 2026 Identity Security: Governing AI agents, NHIs and MCP access
Sponsored by SavyintJanuary 8, 2026AI makes identity the control plane; NHIs and MCP sprawl drive 2026 security priorities.
Identity
[H5] The Three Identity Problem: Surviving Identity Security’s Chaotic Era – John Pritchard – IDV26 #1
June 16, 2026Identity security has entered its chaotic era. Human, non-human, and agentic AI identities no longer just coexist. They form an uncontrolled inheritance chain in which a human creates an agent, the agent spins up service principals, OAuth grants, and role assignments, and that whole chain keeps running long after the human changes roles or leaves. ...Governance, Risk and Compliance
[H5] Next Evolution of Identity Security: AI for Lower Cost, Efficiency & Governance – Ajay Gupta – IDV26 #1
June 16, 2026Organizations have invested heavily in identity platforms, but many still struggle to maximize security, efficiency, and governance outcomes. As AI transforms both cyber defense and cyber threats, Identity Security is emerging as a critical foundation for securing human and non-human identities alike. In this discussion, we explore how AI is helpin...Loading...
[H3] Get weekly updates
The most current cybersecurity news involving identity & access.
[H3] Identity Events
Cybercast
[H5] IAM for MSSPs: Real-World Deployments
On-Demand EventCybercast
[H5] Privilege risk is in the lifecycle: A CISO discussion on modernizing identity control
On-Demand EventCybercast
[H5] The industrialization of identity compromise
On-Demand EventCybercast
[H5] Rethinking identity security for a borderless attack surface
On-Demand EventCybercast
[H5] Beyond MFA: Securing the human element with identity threat detection
On-Demand Event

[H1] SC Staff
[H3] SC Staff
Contributions Events
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Data Security
[H5] Icarus threat actors exploit Klue OAuth breach to steal Salesforce data
SC StaffJune 18, 2026The attack involved the theft of OAuth credentials from Klue's Battlecards integration, which threat actors then used to access and exfiltrate data from customer Salesforce instances.
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Data Security
[H5] Nintendo confirms employee survey data stolen from third-party service
SC StaffJune 18, 2026The Shadowbyt3$ threat group claimed responsibility for the incident, alleging the exfiltration of sensitive employee data, including bank statements and W-9 forms.
AI/ML
[H5] BlackFog launches AI detection for macOS
SC StaffJune 18, 2026The new ADX Vision for macOS targets the increasing use of unsanctioned generative AI tools within organizations.
[IMG: Saviynt]
Identity
[H5] Identiverse 2026: Everyone wants an AI assistant. Few are ready to govern one
SC StaffJune 18, 2026Saviynt's Cassie Christensen explores the appeal of using AI agents and the governance challenges.
Threat Intelligence
[H5] Attacker establishes persistent access to French business using OpenSSH and Tailscale
SC StaffJune 18, 2026The attacker utilized a multi-stage in-memory malware chain, including a VBScript stager, a PowerShell loader, and Havoc's Demon agent, to gain initial access.
[IMG: Logo of Google on skyscraper]
Government Regulations
[H5] Google to use IP addresses for ad measurement and personalization in EEA, UK, and Switzerland
SC StaffJune 18, 2026This new practice marks a shift because IP addresses are considered personal data under GDPR and UK law, requiring user consent for such uses.
[IMG: Scam fraud security warning crime internet technology phishing online alert digital risk protection threat background with danger message spam cyber concept hacking attack email sms caution symbol]
Email security
[H5] Fake Boots emails target millions in large phishing campaign
SC StaffJune 18, 2026The campaign, involving nearly 8.9 million email addresses and linked to Romanian threat actors, utilized a compromised Bolivian government website to host the fraudulent Boots checkout page.
[IMG: Aembit]
Identity
[H5] Identiverse 2026: Blended Identities and the challenge of IAM for AI
SC StaffJune 17, 2026Aembit's David Goldschlag breaks down the challenges of implementing IAM for AI.
[IMG: P0 Security]
Identity
[H5] Identiverse 2026: Who is responsible for an AI agent’s actions?
SC StaffJune 17, 2026P0 Security's Neha Duggal examines how to establish accountability, delegation and attribution.
[IMG: Token Security]
Identity
[H5] Identiverse 2026: Agentic AI has an identity problem
SC StaffJune 17, 2026Token Security's Itamar Apelblat discusses why identity is the right lens for understanding agentic AI risk.
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[H1] Laura French
[H3] Laura French
Contributions Events Phishing
[H5] Malware campaign uses VirusTotal manipulation, legitimate news sites to gain reputation
Laura FrenchJune 18, 2026The clipboard hijacker campaign also uses “ghost networks” on social media to boost engagement.
[IMG: (Credit: monticellllo – stock.adobe.com)]
Vulnerability Management
[H5] Max severity Joomla Content Editor extension flaw targeted in automated attacks
Laura FrenchJune 17, 2026The flaw was added to CISA’s Known Exploited Vulnerabilities catalog with a three-day deadline.
[IMG: (Credit: Claudio Bórquez – stock.adobe.com)]
Critical Infrastructure Security
[H5] AUR suspends new registrations as 1,500-plus malicious packages flood repository
Laura FrenchJune 17, 2026Malicious build scripts deploy a Rust-based infostealer and eBPF rootkit.
[IMG: (Credit: Rafael Henrique – stock.adobe.com)]
AI/ML
[H5] 100-plus cyber leaders, experts urge feds not to block Fable access
Laura FrenchJune 16, 2026The growing list includes 26 CISO and CSOs, 21 CEOs, and experts from companies including Google, Sophos and NVIDIA.
[IMG: In this photo illustration, the Ivanti logo is seen displayed on a smartphone screen]
Vulnerability Management
[H5] CISA gives agencies 3 days to patch maximum severity Ivanti vulnerability
Laura FrenchJune 12, 2026CISA’s newest binding operational directive imposes short deadlines for the most severe flaws.
[IMG: FBI seizure notice displayed on the website for “Centrik Global Consulting.”]
Threat Intelligence
[H5] FBI shuts down 13 ‘consulting’ websites used for suspected Chinese espionage
Laura FrenchJune 11, 2026The sites were used to lure security clearance holders into divulging classified information.
[IMG: (Credit: Careto – stock.adobe.com)]
AI/ML
[H5] ‘Mythos-level’ Fable model released to public: How Anthropic plans to prevent misuse
Laura FrenchJune 11, 2026Safeguard layers aim to block and reroute cyber-related requests while retaining Mythos-level capabilities.
Supply chain
[H5] Mini Shai-Hulud ‘Hades’ variant affects 23 PyPI package versions
Laura FrenchJune 10, 2026The JavaScript stealer payload includes an anti-analysis LLM prompt injection.
Phishing
[H5] Suspected North Korean actors use fake ‘coding assignments’ to steal crypto
Laura FrenchJune 9, 2026Targets are encouraged to clone Git repositories to their VS Code or Cursor code editors.
Supply chain
[H5] IronWorm malware, similar to Shai-Hulud, hits 57 projects across 9 organizations
Laura FrenchJune 5, 2026The malware targets developer credentials and cryptocurrency and self-propagates on npm.
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