Adrian Gonzalez-Martin
where else to find them
no profile links on file
what they talk about
where they keep going back
no series more than once — all 4 in the filters
on a stage with
never shared a talk
who talks about the same things
- Andrea Brambilla2 talks
- Abraham Kang5 talks
- Animesh Singh23 talks
- James Callaghan5 talks
- Bar-El Tayouri2 talks
- Alejandro Saucedo33 talks
| title | conference | date |
|---|---|---|
| Poisoned Pickles Make You Ill | Kubernetes AI + HPC Day North America 2023 | 2023-11-06 |
Pickle serialization is widespread in scikit-learn, Keras and PyTorch and it lets arbitrary Python objects — including functions — execute on load, so poisoned… | ||
| Poisoned Pickles Make You Ill | Open AI + Data Forum @ Open Source Summit Europe 2023 | 2023-09-19 |
Claim: Python pickles can carry arbitrary code so a serialized scikit learn model can be poisoned pickle to exfiltrate secrets. Demo modifies the model's… | ||
| Poisoned Pickles Make You Ill | Open Source Summit Europe 2023 | 2023-09-19 |
Pickle files for ML models are trivially weaponisable because they execute arbitrary Python on load; the session shows a concrete exploit that modifies a… | ||
| Flawed ML Security: Mitigating Security Vulnerabilities in Data & Machine... | Kubernetes AI Day North America 2022 | 2022-10-25 |
Model serving surfaces expose concrete failures: pickle deserialization lets a loaded model run arbitrary system calls, pip installers can execute code at… | ||
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