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trail of bits security research audits and tools skip to main content home new patch the planet new explore services company open source get in touch home search everything k 946 publications 620 audits 200 open source repos since 2012 blog solving difficult security problems everything we publish lives here security reviews research open source tools and talks browse by domain topic or format and follow the threads into your own problem browse services explore the work featured research how we made trail of bits ai native so far a field report on rebuilding our own practice around ai tooling what actually moved the needle what broke and where the real security boundaries turned out to be dan guido 2026 talk ai ml services view all ai ml security learn more blockchain learn more cryptography learn more application security learn more security engineering learn more research development learn more explore view all 2026 05 let fate decide skill 2026 04 franklin templeton benjiswap differential review franklin templeton audit blockchain 2026 02 risky biz podcast 2025 12 top tee bugs you should fix before your audit webinar 2025 09 detecting implicit conversions in openvpn2 using codeql paper 2025 buttercup the future of trail of bits solution to darpa s ai cyber challenge trent brunson talk systems 2025 denial of service in protobuf python protobuf python disclosure 2024 a broad comparative evaluation of software debloating tools paper explore everything topics view all smart contracts zero knowledge fuzzing risk assessment formal methods static analysis compilers protocol security reverse engineering supply chain machine learning memory safety recent reports view all 2026 05 kiln lagoon vault diff review 2026 04 ripple labs xrp ledger confidential transfer 2026 04 pypi warehouse latest talks view all 2026 02 finding hidden overflows in go fuzzing beyond the compiler s limits 2026 how we made trail of bits ai native so far 2025 buttercup autonomously finding and fixing bugs at scale in open source software featured repository slither static analysis for solidity and vyper with built in detectors and an api for custom checks 6 3k 1 1k python open original domain date client effort announcement section documents install copy view folder on github presenters topics preview open related no related publications view full page 2026 trail of bits privacy policy vulnerability disclosure cookie settings services trail of bits services software assurance multi disciplinary security reviews across the whole sdlc with a team sized to your threat model rather than a fixed template ai ml security we review ai systems end to end from training data and mlops pipelines to model artifacts inference hardware and deployed agent loops application security deep code cloud and architecture review that finds the root cause and the fix that retires the whole bug class blockchain we review every layer of a blockchain system from smart contracts to nodes and bridges backed by slither echidna and medusa cryptography phd level cryptographers who build and break real protocols from zero knowledge proofs and mpc to post quantum migrations security engineering an embedded team that builds custom security tooling and remediates vulnerabilities across your pipeline from development through deployment research development multi year research that uncovers internet scale vulnerabilities and turns the findings into open source tools papers and standards everything we do view all services get in touch how can we help contact us tell us about the software you need secured patch the planet apply to our open source security initiative in collaboration with openai other ways to reach us company who we are about who we are what we believe and how we got here team the researchers and engineers behind the work careers open roles and what it s like to work here explore the work to search all 1020 guides 6 reports 620 talks 133 skills 74 explore all guide mcp security securing the model context protocol the mcp context protector wrapper disclosed attack classes and community defenses ai ml security handbook testing handbook guides for configuring and automating static and dynamic analysis tools application security handbook zkdocs interactive documentation on zero knowledge proof systems cryptography handbook building secure smart contracts best practices for developing secure smart contracts blockchain guide ctf field guide field guide to winning at capture the flag competitions education guide ruby security field guide practical ruby security guide application security nothing here matches press to search the full library pdf 2026 trail of bits security review kiln lagoon vault diff review ethereum evm 2026 05 kiln lagoon vault diff review blockchain pdf 2026 trail of bits security review ripple labs xrp ledger confidential transfer cryptography reviews 2026 04 ripple labs xrp ledger confidential transfer crypto pdf 2026 trail of bits security review pypi warehouse technology product reviews 2026 04 pypi warehouse supply chain pdf 2026 trail of bits security review franklin templeton benjiswap differential review ethereum evm 2026 04 franklin templeton benjiswap differential review blockchain pdf 2026 trail of bits security review gensyn buyback and burn vault ethereum evm 2026 04 gensyn buyback and burn vault blockchain pdf 2026 trail of bits security review gensyn bridged token ethereum evm 2026 04 gensyn bridged token blockchain pdf 2026 trail of bits security review gensyn delphi dynamic paramutuel markets ethereum evm 2026 04 gensyn delphi dynamic paramutuel markets blockchain pdf 2026 trail of bits security review open home foundation securetar v3 cryptography reviews 2026 03 open home foundation securetar v3 crypto pdf 2026 trail of bits security review anza bls signatures cryptography reviews 2026 03 anza bls signatures crypto nothing here matches press to search the full library slides 2026 systems finding hidden overflows in go fuzzing beyond the compiler s limits kevin valerio slides 2026 ai ml how we made trail of bits ai native so far dan guido slides 2025 systems buttercup autonomously finding and fixing bugs at scale in open source software ronald eytchison slides 2025 systems buttercup the future of trail of bits solution to darpa s ai cyber challenge trent brunson slides 2025 systems buttercup and darpa s ai cyber challenge ringzer0 henrik brodin ronald eytchison slides 2025 systems our experience competing in the ai cyber challenge michael brown et al talk 2025 blockchain mutation testing with slither a new way to find high severity issues guillermo larregay slides 2025 blockchain slither s model context protocol giving llms ground truth from static analysis ben samuels nothing here matches press to search the full library skill let fate decide let fate decide 2026 05 skill solana vulnerability scanner building secure contracts 2026 05 skill c review c review 2026 05 skill audit augmentation trailmark 2026 04 skill devcontainer setup devcontainer setup 2026 04 skill diagramming code trailmark 2026 04 skill differential review differential review 2026 04 skill genotoxic trailmark 2026 04 skill graph evolution trailmark 2026 04 skill sharp edges sharp edges 2026 04 skill trailmark trailmark 2026 04 skill trailmark structural trailmark 2026 04 skill trailmark summary trailmark 2026 04 skill agentic actions auditor agentic actions auditor 2026 04 nothing here matches press to search the full library browse all guides handbooks home patch the planet explore get in touch more services open source company blog search esc no results try different keywords or browse everything in explore loading index navigate open