Today’s briefing covers Noma Security’s SINET16 honor, Edge AI’s rise as a cyber force multiplier, and California’s new law mandating safety protocols in chatbot systems.
Cybersecurity Blog
Model Extraction & API Abuse — Operational Playbook for Defense
Attackers can clone ML models or extract memorized data through API queries. This playbook details mechanisms, real-world research, and defenses such as output minimization, DP, and active monitoring.
AI Security Daily Briefing — October 10, 2025
Today’s briefing reveals coordinated exploit campaigns targeting Cisco, Fortinet, and Palo Alto devices; new malware identified in the Oracle EBS zero-day attacks; Google boosts AI bug bounty payouts; and Radiflow launches an AI-powered OT security platform.
AI-Generated Fake Vulnerability Reports — Operational Playbook for Defense
AI is now being used to generate fake vulnerability reports mimicking ethical disclosure. This playbook covers how the attacks work, real-world cases, and practical defenses to secure your vulnerability intake process.
AI Security Daily Briefing — October 9, 2025
In the past 24 hours: a Copilot Chat flaw enabled prompt-injection-driven secret leakage, Discord reported a breach involving verification IDs, and DeepMind described an agent that finds and fixes vulnerabilities. Ukraine detailed surging AI-driven attacks, and BU’s LOKI ML system uncovered 52k scam sites; Taiwan warned of hybrid online warfare tactics.
AI-Powered Business Email Compromise — Operational Playbook for Defense
AI-powered Business Email Compromise uses deepfakes, voice clones, and personalized emails to deceive financial teams. This playbook explores real-world incidents and outlines layered defenses to verify identities and stop AI-driven fraud.
AI Security Daily Briefing — October 8, 2025
In the past 24 hours: Redis patched a critical RCE flaw (RediShell), and OpenAI banned accounts tied to Chinese surveillance requests and misuse of DeepSeek. Google released its Secure AI Framework 2.0 and CodeMender agent, while the EU revealed new AI industry and science strategies.
Prompt Injection and LLM Jailbreaking — Operational Playbook for Defense
Prompt injection and jailbreaks exploit LLMs by embedding malicious instructions in user inputs or retrieved content. This playbook outlines real-world cases and practical defenses including sanitization, least-privilege design, and red-team testing.
AI-Enhanced Password Cracking — Operational Playbook for Defense
AI-driven password cracking predicts rather than guesses — using pattern recognition and leaked data to accelerate attacks. This playbook explains the mechanics, real-world cases, and how to defend with strong MFA, hashing, and passwordless security.
AI Security Daily Briefing — October 7, 2025
In the past 24 hours, Redis patched a 13-year-old critical flaw affecting tens of thousands of servers, Atos launched an AI-powered SOC analyst, and global CISOs confirmed AI as their top investment priority. Oracle’s EBS zero-day exploitation continues to escalate.
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