Trail of Bits secures the software, blockchains, and AI systems the world relies on. Browse our security reviews, research, open-source tools, and talks. Fickling is Trail of Bits's software product, from Trail of Bits, Inc. Published at github.com/trailofbits/fickling. Directory filing: Model / data poisoning detection. Vendor legal name on this product record: Trail of Bits, Inc. Fickling is Trail of Bits's software product, from Trail of Bits, Inc. Published at github.com/trailofbits/fickling. Directory filing: Model / data poisoning detection.

Category: Model / data poisoning detection

Product listing

Fickling website preview

Fickling

From Trail of Bits

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github.com

AI Software Product · Model / data poisoning detection · AI Safety & Security

  • Unclaimed
  • Directory-only

Ranking status: Directory only — not ranked

TrustMark reading

Where this product sits

Fickling is classified as Model / data poisoning detection. Finding poisoned training data or backdoored models. Jobs: training-set scans; backdoor tests; supply-chain of weights.

Buyers typically come to Model / data poisoning detection because training sets and fine-tunes can carry backdoors nobody tests for. Classification is not a finding that this product solves that job.

This is TrustMark's classification reading for buyers comparing Model / data poisoning detection products. It is not an Assurance Score, certificate, or ranked position.

What it is

Product classification

AI Software Product

Trail of Bits secures the software, blockchains, and AI systems the world relies on. Browse our security reviews, research, open-source tools, and talks. Fickling is Trail of Bits's software product, from Trail of Bits, Inc. Published at github.com/trailofbits/fickling. Directory filing: Model / data poisoning detection. Vendor legal name on this product record: Trail of Bits, Inc. Fickling is Trail of Bits's software product, from Trail of Bits, Inc. Published at github.com/trailofbits/fickling. Directory filing: Model / data poisoning detection.

Model / data poisoning detection · AI Safety & Security

What it does

How this product is used

Capabilities
Not specified
Sectors
Cross-industry / not specified
Deployment
Not specified
Autonomy
ASSISTIVE
Data exposure
Not specified

Verified claims

What has been independently checked

  • Independently verified· 2026-09-17Domain association: Verified
  • This only confirms the listing is tied to a checked company website domain. It is not a product assessment, certificate, review star, or ranked position.

Supplier-provided information

AI TrustMark has not independently verified supplier-provided marketing claims on this profile, including untested productivity, ROI or performance figures, unless they appear under verified claims or a named certificate. Absence of a claim from the verified list means it has not been evidenced here.

What the vendor’s website says · supplier-provided, not verified evidence

Trail of Bits secures the software, blockchains, and AI systems the world relies on. Browse our security reviews, research, open-source tools, and talks. Fickling is Trail of Bits's software product, from Trail of Bits, Inc. Published at github.com/trailofbits/fickling. Directory filing: Model / data poisoning detection. Vendor legal name on this product record: Trail of Bits, Inc. Fickling is Trail of Bits's software product, from Trail of Bits, Inc. Published at github.com/trailofbits/fickling. Directory filing: Model / data poisoning detection.

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Category context

Why buyers look at Model / data poisoning detection

Finding poisoned training data or backdoored models. Jobs: training-set scans; backdoor tests; supply-chain of weights.

Training sets and fine-tunes can carry backdoors nobody tests for.

This is category context, not an independent assessment of Fickling. Vendor-claimed differences are listed above. Assessment results appear only after examination.

Browse Model / data poisoning detection

Where to get more information

Other products from Trail of Bits

No other products are listed for this company yet.

Why complete verification

Completing verification can improve the quality of the public evidence available on this product profile. Useful verified information can deepen the profile and make public questions about the named product more answerable. It does not buy directory ranking, review stars, a higher Assurance Score, a favourable certificate outcome, or a guaranteed Google ranking.

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