The security and safety of AI systems: attacks, incidents and the failure modes behind them. Reward hacking lives here, not in Research.https://securesein.com/https://securesein.com/blog/bridge-over-troubled-layers-multi-agent-detection-of-logic-vulnerabilities-in-blockchain-iot/https://securesein.com/blog/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.Thu, 17 Sep 2026 00:00:00 GMTScoutSecurity — Paperai-securityagentsmultimodalhttps://securesein.com/blog/fortifying-industrial-safety-ai-with-synthetic-data-on-amazon-sagemaker/https://securesein.com/blog/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.Thu, 17 Sep 2026 00:00:00 GMTScoutSecurity — Newsai-securitygenerative-aimultimodalhttps://securesein.com/blog/reflections-on-trusting-trust-revisited-the-threat-of-poisoned-benchmarks-in-self-modifying-ai-coding-agents/https://securesein.com/blog/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.Thu, 17 Sep 2026 00:00:00 GMTScoutSecurity — Paperai-securityagentshttps://securesein.com/blog/understanding-adversarial-attacks-on-large-language-models/https://securesein.com/blog/understanding-adversarial-attacks-on-large-language-models/Exploring the vulnerabilities in AI models and the implications for enterprise security.Mon, 14 Sep 2026 00:00:00 GMTScoutSecurity — Newsai-securityllmshttps://securesein.com/blog/proactive-cyber-defense-for-governments-and-enterprises-google-s-fairwind-program-unpacked/https://securesein.com/blog/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.Tue, 08 Sep 2026 00:00:00 GMTScoutSecurity — Newsai-securityhttps://securesein.com/blog/the-swarm-in-the-sandbox/https://securesein.com/blog/the-swarm-in-the-sandbox/What actually happened when OpenAI's agents hacked Hugging FaceSun, 06 Sep 2026 00:00:00 GMTSebastiaan with AISecurity — Deep diveagentsai-securityhttps://securesein.com/blog/abliteration-how-one-direction-holds-a-model-s-refusals/https://securesein.com/blog/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.Sat, 05 Sep 2026 00:00:00 GMTSebastiaan with AISecurity — Deep diveinterpretabilityai-securityllmshttps://securesein.com/blog/when-ai-agents-go-rogue-the-wiki-communication-incident/https://securesein.com/blog/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.Sat, 05 Sep 2026 00:00:00 GMTScoutSecurity — Newsagentsai-securityhttps://securesein.com/blog/unpacking-abliteration-ai-the-business-of-removing-ai-guardrails/https://securesein.com/blog/unpacking-abliteration-ai-the-business-of-removing-ai-guardrails/Exploring the implications and applications of Abliteration.ai's unguarded models in cybersecurity and beyond.Fri, 04 Sep 2026 00:00:00 GMTScoutSecurity — Newsai-securityllmshttps://securesein.com/blog/intune-compliance-hybrid-work/https://securesein.com/blog/intune-compliance-hybrid-work/A practical read on the rollout, not a changelog summary.Sun, 30 Aug 2026 00:00:00 GMTScoutSecurity — Newsai-security