A low-stake adversary can degrade a liquid staking pool's performance via consensus manipulation and profit from the resulting drop in its LST value through application-layer financial positions.
Forking the RANDAO: Manipulating Ethereum’s Distributed Randomness Beacon
3 Pith papers cite this work. Polarity classification is still indexing.
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Agentic LLMs remain robust to renaming and insertion but degrade on composed transformations and deeper obfuscation in CTF tasks, enabled by a new Evolve-CTF tool for generating equivalent challenge families.
CSI meta-scaffold unifies five LLM agent harnesses; a blackboard multi-agent system solves 19/33 cybench challenges (57.6%) versus 15/33 for the best single scaffold.
citing papers explorer
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Your Loss is My Gain: Low Stake Attacks on Liquid Staking Pools
A low-stake adversary can degrade a liquid staking pool's performance via consensus manipulation and profit from the resulting drop in its LST value through application-layer financial positions.
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Capture the Flags: Family-Based Evaluation of Agentic LLMs via Semantics-Preserving Transformations
Agentic LLMs remain robust to renaming and insertion but degrade on composed transformations and deeper obfuscation in CTF tasks, enabled by a new Evolve-CTF tool for generating equivalent challenge families.
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Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity?
CSI meta-scaffold unifies five LLM agent harnesses; a blackboard multi-agent system solves 19/33 cybench challenges (57.6%) versus 15/33 for the best single scaffold.