AIJack: I built an OSS framework for the attack and defense against Machine Learning

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  • AIJack

    Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

  • I want to share my project, AIJack, a security and privacy risk simulator for machine learning. Many papers show that machine learning is vulnerable to cyber-attacks and privacy violations. For example, hackers can reconstruct private training data from the trained model. To simulate such risks, AIJack allows you to experiment with various combinations of more than 30 attack and defense mechanisms, such as Model Inversion, Poisoning Attack, Evasion Attack, Federated Learning, Split Learning, Differential Privacy, and Homomorphic Encryption.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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