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Dylan Ayrey

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Follow the data to learn the secretBSidesSF 20262026-03-21
Scans of HuggingFace (25% so far) with Truffle Hog process millions of files across ~880,000 datasets and flag almost 100,000 live secrets, including API keys…
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Let's Talk About the AI ApocalypseBSidesSF 20252025-04-26
Argues that a single attacker can assemble a self‑contained, exponentially spreading worm by fine‑tuning a small LLM and bundling existing tooling: an Llama…
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Millions Of Public Certificates Are Reusing Old Private KeysOWASP Global AppSec San Francisco 20242024-09-23
Analysis of 7 billion certs in Certificate Transparency finds millions reusing private keys, including organizations that reissue the same key after revocation…
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Self-Discovering API Key Permissions and ResourcesOWASP Global AppSec San Francisco 20242024-09-23
A concrete method called self-discovery enumerates ownership, permissions and resources for exposed API keys by sending safe, non‑destructive API probes, using…
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The Secret Life of SecretsBSidesSF 20242024-05-04
A comparison of key designs shows concrete risks and fixes: webhook URLs leak far more because they look like regular links and end up in logs; researchers…
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The GCP Metadata APIBSidesSF 20202020-02-23
GCP’s metadata API returns instance credentials and can be abused despite extra protections; defaults attach powerful service accounts to cloud functions and…
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Offensive Javascript Techniques for Red TeamersBSidesSF 20192019-03-03
Walks through concrete offensive JavaScript workflows: using BeEF, fetch/WebRTC and prebuilt recon (Certificate Transparency, VirusTotal, PassiveTotal) to…
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Fighting Secrets In Source Code With TruffleHogBSidesSF 20182018-04-15
Tool hunts secrets in git history using entropy scanning and curated regexes, packaged as truffleHog and extended to npm/PyPI as SantaHog. Scans flagged…
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