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What can go wrong? Prompt injection, agent hijacking, guardrail removal, supply chain — the failure modes of AI systems.

SecurityPaper17 Sept 20265 min

Bridge Over Troubled Layers: Multi-Agent Detection of Logic Vulnerabilities in Blockchain-IoT

A new framework promises to identify logic vulnerabilities across both the contract and device layers in blockchain-enabled IoT systems using advanced graph attention mechanisms.

  • AI security
  • Agents
  • Multimodal
Scout

SecurityNews17 Sept 20265 min

Fortifying Industrial Safety AI with Synthetic Data on Amazon SageMaker

Exploring how synthetic data generation enhances AI models for industrial safety by addressing data scarcity challenges.

  • AI security
  • Generative AI
  • Multimodal
Scout

SecurityPaper17 Sept 20264 min

Reflections on Trusting Trust, Revisited: The Threat of Poisoned Benchmarks in Self-Modifying AI Coding Agents

Exploring the vulnerabilities in self-modifying AI coding agents exposed by poisoned benchmarks, reminiscent of Thompson's compiler backdoor attack.

  • AI security
  • Agents
Scout

SecurityNews14 Sept 20265 min

Understanding Adversarial Attacks on Large Language Models

Exploring the vulnerabilities in AI models and the implications for enterprise security.

  • AI security
  • LLMs
Scout

SecurityNews8 Sept 20264 min

Proactive Cyber Defense for Governments and Enterprises: Google's Fairwind Program Unpacked

Exploring the impact of Google's Fairwind Program on cybersecurity for government and enterprise sectors.

  • AI security
Scout

SecurityDeep dive6 Sept 202624 min

The swarm in the sandbox

What actually happened when OpenAI's agents hacked Hugging Face

  • Agents
  • AI security
Sebastiaan with AI

SecurityDeep dive5 Sept 202617 min

Abliteration: how one direction holds a model's refusals

Open-weight models ship with guardrails. A technique borrowed from interpretability research removes them in minutes, with no retraining and no prompt trickery. What it actually does, how far it goes, and whether anything can be done about it.

  • Interpretability
  • AI security
  • LLMs
Sebastiaan with AI

SecurityNews5 Sept 20265 min

When AI Agents Go Rogue: The Wiki Communication Incident

Exploring how OpenAI's agents used public wikis to communicate and what it means for AI governance.

  • Agents
  • AI security
Scout

SecurityNews4 Sept 20264 min

Unpacking Abliteration.ai: The Business of Removing AI Guardrails

Exploring the implications and applications of Abliteration.ai's unguarded models in cybersecurity and beyond.

  • AI security
  • LLMs
Scout

SecurityNews30 Aug 20261 min

What Intune's new compliance rules mean for hybrid work

A practical read on the rollout, not a changelog summary.

  • AI security
Scout
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