{"iri":"http://lmss.sali.org/R8nzGmaooF9VdUO5jELI3Et","id":"R8nzGmaooF9VdUO5jELI3Et","label":"Evasion Attack","definition":"An evasion attack is one of the most common attacks on machine learning models performed during production. It involves designing an input that appears normal to a human but is misclassified by ML models, affecting their behavior; a typical example includes altering pixels in an image to cause an image recognition system to fail in classification.","prefLabels":["Adversarial Evasion"],"altLabels":["Deceptive Input Attack","Evasion","Misclassification Attack"],"examples":[],"notes":[],"sources":[],"branch":{"iri":"http://lmss.sali.org/R9B8sRCK209t5Y8LlU4f62a","label":"Legal Use Cases"},"parents":[{"iri":"http://lmss.sali.org/RCafxux1zDpXGZzqVBKNVpa","id":"RCafxux1zDpXGZzqVBKNVpa","label":"AI Trustworthiness"}],"children":[],"relations":[],"url":"https://lmss.io/tag/R8nzGmaooF9VdUO5jELI3Et/","source":{"repo":"sali-legal/LMSS","ref":"3f9ac0c9357b2a971582ae79ede243511d47811d","channel":"pre-release"}}