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Shane Caldwell

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How NOT to Train Your Hack Bot: Dos and Don'ts of Building Offensive GPTsBlack Hat USA 20232023-08-05
Demonstrates concrete experiments: using GPT-4 and gpt-3.5-turbo with vector search and retrieved context, models parse bug-bounty scopes ~70% on 30 samples…
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Training an Autonomous Pentester with Deep RLStrange Loop 20212021-09-30
A prototype autonomous pentester uses deep reinforcement learning to pilot Metasploit via a custom environment called Metasploit Gym and trains a DQN agent…
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Client Side Deep Learning Optimization with PyTorchStrange Loop 20212021-09-30
Shows how PyTorch models get off the server and run on phones: serialize with torch.jit.script into .pt (libtorch C++), call model.eval, warm up and cache, and…
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