Charles Fleming
2 indexed papers
Recent (6 mo)
2With code
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0Benchmarked
0Publications per year
226
Top categories
Crypto×2AI×2ML×1NLP×1
Frequent co-authors
Research Timeline
2026
MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory
The paper introduces MAGE, a novel defensive framework that uses a dedicated 'shadow memory' to proactively detect and mitigate long-horizon threats against LLM agents during complex, multi-step interactions.
Cordyceps: Covert Control Attacks on LLMs via Data Poisoning
The paper introduces 'covert control attacks,' a novel and stealthy data poisoning method that teaches LLMs an information hiding scheme, allowing malicious instructions to be encoded and decoded and bypassing existing defenses.
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Papers
cs.CRcs.AIcs.LGRecentMay 26, 2026
Cordyceps: Covert Control Attacks on LLMs via Data Poisoning
The paper introduces 'covert control attacks,' a novel and stealthy data poisoning method that teaches LLMs an information hiding scheme, allowing malicious instructions to be encoded and decoded and…
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cs.CRcs.AIcs.CLRecentMay 4, 2026