HACKS 4 NETS
Known Hacks on Machine Learning and Deep Learning Systems
Please note: this site is under construction π§±
VANILLA NEURAL NETS
- Fast Gradient Sign Method [2024, βΎ]
- Projected Gradient Descent [2010, βΎ]
- Membership inference attacks [2010, β]
- Jacbian-based Saliency Map Attack [2010, π]
- DeepFool [2010, βΊοΈ]
- Carlini-Wagner Attack [2010, βοΈ]
- DAN [2010, β]
IMAGE GENERATION
- Poisoning [2024, β]
LARGE LANGUAGE MODELS
TRADITIONAL MACHINE LEARNING
- Transferability Attacks [2010, ]
MODEL AGNOSTIC METHODS
Contributors
- β Unnamed
- β Anon
- π rwmj
- βΊοΈ fairflung
- βοΈ jl33-ai
- β moomoocow33