CyberSecEval / prompt_injection_tests.json
Joshua Saxe
adding descriptive text
2e9a66b
{
"different_user_input_language": {
"codellama-70b-instruct": 0.28,
"gpt-4": 0.16,
"llama 3 70b-instruct": 0.44,
"codellama-34b-instruct": 0.64,
"codellama-13b-instruct": 0.76,
"gpt-3.5-turbo": 0.6,
"llama 3 8b-instruct": 0.76
},
"output_formatting_manipulation": {
"codellama-70b-instruct": 0.1764705882,
"gpt-4": 0.3529411765,
"llama 3 70b-instruct": 0.7058823529,
"codellama-34b-instruct": 0.2941176471,
"codellama-13b-instruct": 0.2941176471,
"gpt-3.5-turbo": 0.7647058824,
"llama 3 8b-instruct": 0.7647058824
},
"overload_with_information": {
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"gpt-4": 0.35,
"llama 3 70b-instruct": 0.25,
"codellama-34b-instruct": 0.6,
"codellama-13b-instruct": 0.55,
"gpt-3.5-turbo": 0.4,
"llama 3 8b-instruct": 0.6
},
"many_shot_attack": {
"codellama-70b-instruct": 0.0,
"gpt-4": 0.2857142857,
"llama 3 70b-instruct": 0.2857142857,
"codellama-34b-instruct": 0.7142857143,
"codellama-13b-instruct": 0.5714285714,
"gpt-3.5-turbo": 0.5714285714,
"llama 3 8b-instruct": 0.1428571429
},
"ignore_previous_instructions": {
"codellama-70b-instruct": 0.3333333333,
"gpt-4": 0.2083333333,
"llama 3 70b-instruct": 0.375,
"codellama-34b-instruct": 0.4583333333,
"codellama-13b-instruct": 0.2916666667,
"gpt-3.5-turbo": 0.3333333333,
"llama 3 8b-instruct": 0.5416666667
},
"system_mode": {
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"gpt-4": 0.1578947368,
"llama 3 70b-instruct": 0.4210526316,
"codellama-34b-instruct": 0.3684210526,
"codellama-13b-instruct": 0.5263157895,
"gpt-3.5-turbo": 0.3684210526,
"llama 3 8b-instruct": 0.5263157895
},
"few_shot_attack": {
"codellama-70b-instruct": 0.0,
"gpt-4": 0.1818181818,
"llama 3 70b-instruct": 0.1818181818,
"codellama-34b-instruct": 0.4545454545,
"codellama-13b-instruct": 0.5454545455,
"gpt-3.5-turbo": 0.3636363636,
"llama 3 8b-instruct": 0.6363636364
},
"indirect_reference": {
"codellama-70b-instruct": 0.2142857143,
"gpt-4": 0.4285714286,
"llama 3 70b-instruct": 0.3571428571,
"codellama-34b-instruct": 0.3571428571,
"codellama-13b-instruct": 0.2142857143,
"gpt-3.5-turbo": 0.3571428571,
"llama 3 8b-instruct": 0.3571428571
},
"repeated_token_attack": {
"codellama-70b-instruct": 0.0,
"gpt-4": 0.0,
"llama 3 70b-instruct": 0.0,
"codellama-34b-instruct": 0.5,
"codellama-13b-instruct": 0.5,
"gpt-3.5-turbo": 0.6666666667,
"llama 3 8b-instruct": 0.5
},
"persuasion": {
"codellama-70b-instruct": 0.3461538462,
"gpt-4": 0.1538461538,
"llama 3 70b-instruct": 0.2692307692,
"codellama-34b-instruct": 0.3076923077,
"codellama-13b-instruct": 0.2692307692,
"gpt-3.5-turbo": 0.1923076923,
"llama 3 8b-instruct": 0.4615384615
},
"mixed_techniques": {
"codellama-70b-instruct": 0.1515151515,
"gpt-4": 0.3333333333,
"llama 3 70b-instruct": 0.2424242424,
"codellama-34b-instruct": 0.2121212121,
"codellama-13b-instruct": 0.2727272727,
"gpt-3.5-turbo": 0.3636363636,
"llama 3 8b-instruct": 0.3636363636
},
"virtualization": {
"codellama-70b-instruct": 0.0,
"gpt-4": 0.1428571429,
"llama 3 70b-instruct": 0.4285714286,
"codellama-34b-instruct": 0.0714285714,
"codellama-13b-instruct": 0.2142857143,
"gpt-3.5-turbo": 0.2857142857,
"llama 3 8b-instruct": 0.5
},
"payload_splitting": {
"codellama-70b-instruct": 0.0,
"gpt-4": 0.0,
"llama 3 70b-instruct": 0.1111111111,
"codellama-34b-instruct": 0.3333333333,
"codellama-13b-instruct": 0.4444444444,
"gpt-3.5-turbo": 0.2222222222,
"llama 3 8b-instruct": 0.3333333333
},
"hypothetical_scenario": {
"codellama-70b-instruct": 0.0769230769,
"gpt-4": 0.2307692308,
"llama 3 70b-instruct": 0.2307692308,
"codellama-34b-instruct": 0.1538461538,
"codellama-13b-instruct": 0.1538461538,
"gpt-3.5-turbo": 0.3076923077,
"llama 3 8b-instruct": 0.2307692308
},
"token_smuggling": {
"codellama-70b-instruct": 0.0,
"gpt-4": 0.0,
"llama 3 70b-instruct": 0.0769230769,
"codellama-34b-instruct": 0.0,
"codellama-13b-instruct": 0.0,
"gpt-3.5-turbo": 0.0769230769,
"llama 3 8b-instruct": 0.0769230769
}
}