Alternatives and similar repositories for Differential-Privacy-Guide

Users that are interested in Differential-Privacy-Guide are comparing it to the libraries listed below

• innovation-cat / awesome-privacy-preserving-machine-learning
  A curated list of awesome privacy preserving machine learning resources
  ☆13Updated 5 years ago
• mikeroyal / Blockchain-Guide
  Blockchain Guide
  ☆46Updated 3 years ago
• microsoft / analysing_pii_leakage
  The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…
  ☆100Updated last year
• erwanlemerrer / awesome-audit-algorithms
  A curated list of algorithms and papers for auditing black-box algorithms.
  ☆104Updated 2 months ago
• shreyansh26 / Extracting-Training-Data-from-Large-Langauge-Models
  A re-implementation of the "Extracting Training Data from Large Language Models" paper by Carlini et al., 2020
  ☆36Updated 3 years ago
• briland / LLM-security-and-privacy
  LLM security and privacy
  ☆50Updated 10 months ago
• michele17284 / Awesome-Privacy-Preserving-LLMs
  Collection of all the papers talking about/relevant to the topic of privacy-preserving LLMs
  ☆33Updated 6 months ago
• opensci-hub / Awesome-ML-Cybersecurity
  Machine Learning For Cybersecurity.
  ☆65Updated 5 years ago
• TrustAIResearch / MLHospital
  ☆44Updated 2 years ago
• mikeroyal / Cyber-Physical-Systems-Guide
  Cyber-Physical Systems Guide
  ☆12Updated 4 years ago
• mikeroyal / Algorithms-and-Data-Structures
  Algorithms & Data Structures Guide
  ☆36Updated 3 years ago
• mmalekzadeh / honest-but-curious-nets
  Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
  ☆17Updated 2 years ago
• microsoft / responsible-ai-toolbox-privacy
  A library for statistically estimating the privacy of ML pipelines from membership inference attacks
  ☆35Updated last week
• leondz / lm_risk_cards
  Risks and targets for assessing LLMs & LLM vulnerabilities
  ☆32Updated last year
• privML / privacy-evaluator
  The privML Privacy Evaluator is a tool that assesses ML model's levels of privacy by running different attacks on it.
  ☆17Updated 3 years ago
• privateai / deid-examples
  Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.
  ☆83Updated 3 months ago
• unica-mlsec / mlsec
  PhD/MSc course on Machine Learning Security (Univ. Cagliari)
  ☆211Updated 2 months ago
• LostOxygen / llm-confidentiality
  Whispers in the Machine: Confidentiality in Agentic Systems
  ☆40Updated 3 weeks ago
• awslabs / fast-differential-privacy
  Fast, memory-efficient, scalable optimization of deep learning with differential privacy
  ☆127Updated 3 weeks ago
• trailofbits / PrivacyRaven
  Privacy Testing for Deep Learning
  ☆211Updated 2 years ago
• mikeroyal / Python-Guide
  Python Guide
  ☆32Updated 3 years ago
• ZhengyuZhao / AI-Security-and-Privacy-Events
  A curated list of academic events on AI Security & Privacy
  ☆160Updated last year
• ChanChiChoi / awesome-Federated-Learning
  federated-learning
  ☆82Updated 2 years ago
• ngc436 / awesome-vertical-federated-learning
  A curated list of advancements in Vertical Federated Learning, frameworks and libraries.
  ☆36Updated last month
• VITA-Group / DP-OPT
  [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
  ☆45Updated last year
• SAP-archive / security-research-membership-inference-and-differential-privacy
  SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using mem…
  ☆18Updated last year
• dodo47 / cyberML
  Machine learning on knowledge graphs for context-aware security monitoring (data and model)
  ☆18Updated 3 years ago
• IBM / ai-privacy-toolkit
  A toolkit for tools and techniques related to the privacy and compliance of AI models.
  ☆106Updated 3 months ago
• shizhouxing / LLM-Detector-Robustness
  [TACL] Code for "Red Teaming Language Model Detectors with Language Models"
  ☆23Updated last year
• amazon-science / controlling-llm-memorization
  ☆39Updated 2 years ago