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The AI Kill Chain Explained: Two Frameworks Every Defender Needs What a kill chain is, why AI needs its own, and how NVIDIA and MITRE ATLAS map attacks on AI systems stage by stage.

nobody scans ports to hack an AI agent. one poisoned document in the RAG pipeline and the model does the rest. NVIDIA and MITRE ATLAS mapped 66+ #AISecurity attack techniques. here's where the chain breaks. #PromptInjection #MLSec
www.toxsec.com/p/ai-kill-ch...

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📢 Last week, Andreas Kellas presented our work on secure deserialization of pickle-based Machine Learning (ML) models at @acm.org CCS 2025!

#pickleball #mlsec #mlsecops #brownssl #browncs

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At @nohatcon.bsky.social the common thread is ML for networks: @vesnafvr.bsky.social's “Poison in the Wires” on visualizing data poisoning + Ermes Pennucci & Antonio Repola's “Go with the (net)flow” on fixing ML netflow analytics.
#mlsec #networksecurity #nohat2025 #cybersecurity

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Hugging Face logo over neural network nodes background

Hugging Face logo over neural network nodes background

⚠️ Hugging Face Transformers: CVE-2025-6051 ReDoS via EnglishNormalizer.normalize_numbers() — long digit strings spike CPU, DoS NLP/TTS. Update 4.53.0; add input limits/timeouts. 🛡️

🔗 basefortify.eu/cve_reports/...

#MLSec #AppSec #NLP

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