Alternatives and similar repositories for Multimodal-membership-inference

Users that are interested in Multimodal-membership-inference are comparing it to the libraries listed below

• DingfanChen / RelaxLoss
  Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)
  ☆48Updated 3 years ago
• conditionWang / Data_Centric_AI_IP_Protection
  This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…
  ☆23Updated 2 years ago
• teobaluta / etio
  Causal Reasoning for Membership Inference Attacks
  ☆11Updated 3 years ago
• DennisLiu2022 / Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory
  ☆24Updated 3 years ago
• VITA-Group / ProgressiveDD
  [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…
  ☆15Updated last year
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆61Updated 2 years ago
• MadryLab / smoothed-vit
  Certified Patch Robustness via Smoothed Vision Transformers
  ☆42Updated 3 years ago
• Jayfeather1024 / Backdoor-Enhanced-Alignment
  ☆23Updated 11 months ago
• mireshghallah / neighborhood-curvature-mia
  ☆23Updated 2 years ago
• DependableSystemsLab / MIA_defense_HAMP
  Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …
  ☆11Updated 2 years ago
• SMILELab-FL / FedNoisy
  Benchmark for federated noisy label learning
  ☆24Updated last year
• YuYang0901 / EPIC
  Not All Poisons are Created Equal: Robust Training against Data Poisoning (ICML 2022)
  ☆22Updated 3 years ago
• if-loops / selective-synaptic-dampening
  [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening
  ☆55Updated last year
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 3 years ago
• bboylyg / RNP
  Reconstructive Neuron Pruning for Backdoor Defense (ICML 2023)
  ☆39Updated last year
• orionw / Multilingual-Federated-Learning
  Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022
  ☆11Updated 3 years ago
• UCDvision / backdoor_transformer
  ☆32Updated 3 years ago
• VITA-Group / MaT-FL
  [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …
  ☆13Updated 2 years ago
• Vaidehi99 / InfoDeletionAttacks
  ☆48Updated 9 months ago
• weichen-yu / LM-Extraction
  ☆43Updated 2 years ago
• AISafety-HKUST / Backdoor_Safety_Tuning
  Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)
  ☆27Updated last year
• RU-System-Software-and-Security / UNICORN
  ☆15Updated 2 years ago
• tianshuocong / TePA
  [S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models
  ☆18Updated 9 months ago
• parameterlab / mia-scaling
  Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"
  ☆15Updated 9 months ago
• amazon-science / quantile-mia
  ☆14Updated last year
• sail-sg / AnyDoor
  AnyDoor: Test-Time Backdoor Attacks on Multimodal Large Language Models
  ☆60Updated last year
• yfchen1994 / poisoning_membership
  ☆20Updated last month
• mo666666 / When-Adversarial-Training-Meets-Vision-Transformers
  Official implementation of "When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture" published at Neur…
  ☆36Updated last year
• UCDvision / PatchSearch
  Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"
  ☆10Updated 2 years ago
• liuyugeng / baadd
  Code for Backdoor Attacks Against Dataset Distillation
  ☆35Updated 2 years ago