Deep dives, practical guides, and research on protecting AI systems, models, and data.
Showing 1 to 12 of 26 articles
As attackers exploit LMDeploy SSRFs and LiteLLM supply chain flaws, the AI threat model has shifted. Learn how to secure your inference and proxy layers against new infrastructure-level risks.
Discover how Hybrid RAG systems enable cross-tenant data exfiltration through Retrieval Pivot Attacks and semantic control failures, raising breach costs to $4.99M globally.
Frontier labs are shifting to synthetic self-play for alignment, creating a critical vulnerability where attackers can poison recursive training loops with sub-0.1% injection rates. This post details asymmetric DPO attacks and actionable mitigations.
Learn why modern model inversion attacks now target rare edge cases via API confidence scores, and explore proven defensive measures to protect enterprise AI systems from training data extraction.
Researchers discovered a vulnerability where flipping a single exponent bit destroys LLM utility. Learn the mechanics of GPUBrainDamage and how to implement silicon trust defenses in multi-tenant clouds.
Six days after the EU AI Act and CAITA mandates took effect, live deployments show that AI watermarks are degrading rapidly and vulnerable to simple evasions. Discover why current transparency tools are failing and how organizations can mitigate liability risks today.
The July 2026 Frontier Lab Incident: When Agents Pivot Infrastructure In mid-July 2026, the threat landscape for AI systems shifted sharply when Hugging Face di...
The HalluSquatting Crisis: How AI Coding Agents Are Compromising Your Supply Chain In mid-2026, a critical vulnerability emerged in how autonomous coding agents...
The Silent Embedding Threat: Multimodal Prompt Injection Enters the Real World Prompt injection attacks have long been understood as text-based exploits, relyin...
The Frontline Shift: Why the U.S. Suspended Anthropic’s Most Advanced AI Models On June 12, 2026, the U.S. Department of Commerce issued an emergency export con...
The 2029 Deadline: Quantum Risk Enters Business Continuity Planning Leading hyperscalers have moved past theoretical risk assessments and are now enforcing aggr...
The Evolution of AI Supply Chain Attacks Beyond Code Dependencies Recent disruptions in the AI ecosystem underscore a rapid shift toward artifact-level poisonin...
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