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77document : OWASP Machine Learning Security Top Ten 2023
88year : 2023
99order : 6
10- title : ML06:2023 Corrupted Packages
10+ title : ML06:2023 AI Supply Chain Attacks
1111lang : en
1212tags :
1313 [
@@ -24,8 +24,9 @@ technical: 4
2424
2525## Description
2626
27- Corrupted packages attacks occur when an attacker modifies or replaces a machine
28- learning library or model that is used by a system.
27+ AI Supply Chain Attacks occur when an attacker modifies or replaces a machine
28+ learning library or model that is used by a system. This can also include the
29+ data associated with the machine learning models.
2930
3031## How to Prevent
3132
@@ -51,9 +52,8 @@ libraries used in a project to detect any malicious code.
5152Install to verify the authenticity and integrity of packages before
5253installation.
5354
54- ** Educate Developers:** Educate developers on the risks associated with
55- Corrupted Packages Attacks and the importance of verifying packages before
56- installation.
55+ ** Educate Developers:** Educate developers on the risks associated with AI Suppy
56+ Chain Attacks and the importance of verifying packages before installation.
5757
5858## Risk Factors
5959
Original file line number Diff line number Diff line change 3434- [ ** ML03:2023 Model Inversion Attack** ] ( /docs/ML03_2023-Model_Inversion_Attack.md )
3535- [ ** ML04:2023 Membership Inference Attack** ] ( /docs/ML04_2023-Membership_Inference_Attack.md )
3636- [ ** ML05:2023 Model Stealing** ] ( /docs/ML05_2023-Model_Stealing.md )
37- - [ ** ML06:2023 Corrupted Packages ** ] ( /docs/ML06_2023-Corrupted_Packages .md )
37+ - [ ** ML06:2023 AI Supply Chain Attacks ** ] ( /docs/ML06_2023-AI_Supply_Chain_Attacks .md )
3838- [ ** ML07:2023 Transfer Learning Attack** ] ( /docs/ML07_2023-Transfer_Learning_Attack.md )
3939- [ ** ML08:2023 Model Skewing** ] ( /docs/ML08_2023-Model_Skewing.md )
4040- [ ** ML09:2023 Output Integrity Attack** ] ( /docs/ML09_2023-Output_Integrity_Attack.md )
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