All posts
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AI Fraud Detection: How Machine Learning Catches Financial Crime in Real Time
From behavioral biometrics to graph neural networks, AI fraud detection has moved far beyond static rules. Here's how modern systems work, where they
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Generative AI Risks: The Security Threats Every Enterprise Needs to Address
A practitioner-level breakdown of generative AI risks in 2026: prompt injection, data leakage, hallucinations, and agentic AI threats — with what your
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LLM Security Risks: The 10 Vulnerabilities Every Security Team Must Address
A practitioner's breakdown of the OWASP Top 10 LLM security risks for 2025 — from prompt injection and data and model poisoning to excessive agency and
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Dutch FIOD Breaks Stark Industries Network After Sanctions Failed: The MIRhosting Case
Two Netherlands-based men were arrested May 18, 2026 and more than 800 servers seized after their hosting companies continued to provide operational
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Netherlands Seizes 800 Servers, Arrests Two Over Russian-Linked Cyberattack Hosting
Dutch FIOD agents seized more than 800 servers and arrested two hosting company co-owners on May 18, 2026, charging them with violating EU sanctions by
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A CVSS 10.0 SD-WAN Bypass and What Emergency Directive 26-03 Signals
CVE-2026-20182 is a maximum-severity authentication bypass in Cisco Catalyst SD-WAN, added to CISA's KEV catalog on May 14 amid active exploitation.
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This Month in Security: May 2026's Edge-Device Reckoning
A roundup of May 2026's verified security developments: a CVSS 10.0 Cisco SD-WAN bug under active exploitation, an exploited Exchange XSS flaw, a critical
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Deepfake Cybersecurity: How AI Voice Cloning Reshapes Fraud
Voice deepfake incidents rose 680% in 2025 as attackers clone executives from seconds of audio. Here is what security teams need to know about detection
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Machine Learning Security: Governance and Supply Chain Risk
Machine learning security requires more than adversarial testing. This guide maps NCSC attack categories to NIST AI RMF controls and covers model supply
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Most Remediation Programs Never Confirm the Fix Actually Worked
Mandiant M-Trends 2026 puts mean time to exploit at negative seven days while Verizon's 2025 DBIR finds edge devices take 32 days to remediate.
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How AI Fraud Detection Works: Techniques, Trade-offs, and Next
AI fraud detection systems catch 70–90% more suspicious activity than rules-based methods. Here's how machine learning, graph neural networks, and
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LLM Security Risks: The Top Threats to Language Models in 2025
Prompt injection, data poisoning, excessive agency, and system prompt leakage — a practitioner breakdown of the LLM security risks catalogued by OWASP and
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RubyGems Suspends Signups After Hundreds of Malicious Packages
RubyGems has temporarily disabled new account registrations after attackers uploaded hundreds of malicious packages and launched a DDoS campaign against
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Generative AI Risks: A Practitioner's Guide to What Matters
From prompt injection to supply chain poisoning, the generative AI risk landscape is broader than most security teams realize.
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Machine Learning Security: Key Threats, Attacks, and Defenses
Machine learning security covers adversarial attacks, data poisoning, model theft, and supply chain risks targeting ML systems.
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ChatGPT Security: Key Risks, Vulnerabilities, Enterprise Controls
From DNS-based data exfiltration and command injection in Codex to credential theft and prompt injection, here is what security teams need to know about
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AI Agents Are Rewriting the Threat Model: Are Defenders Ready?
Three incidents in three months — Clinejection, the FortiGate campaign, and the OpenClaw exposure wave — show how autonomous AI assistants are collapsing
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Cybersecurity Burnout Is a Structural Problem, Not a Personal One
A Sophos survey of 5,000 practitioners found 76% experiencing burnout — and it's getting worse. As AI accelerates vulnerability discovery, the operating