Download research/optimizer_probe.json from cebeuq/veil-pgd: direct link, hf CLI and curl.
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- Download file 7.62 kB
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https://huggingface.co/cebeuq/veil-pgd/resolve/main/research/optimizer_probe.json
- Command line
-
hf download hf://cebeuq/veil-pgd/research/optimizer_probe.json
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curl -L -o optimizer_probe.json https://huggingface.co/cebeuq/veil-pgd/resolve/main/research/optimizer_probe.json
7.62 kB
| [ | |
| { | |
| "image": "02_00.jpg", | |
| "truth": "cassette player", | |
| "decoy": "jellyfish", | |
| "modes": { | |
| "box": { | |
| "margin_before": -0.255, | |
| "margin_after": 0.091, | |
| "delta_margin": 0.347, | |
| "margin_after_jpeg": -0.166, | |
| "psnr": 38.2, | |
| "ssim": 0.966, | |
| "editable_px": 20992, | |
| "surr_dist_clean": 0.48, | |
| "surr_dist_adv": 0.493, | |
| "surr_dist_adv_jpeg": 0.493, | |
| "local_flip_jpeg": false, | |
| "frontier_jpeg": { | |
| "openai/gpt-5.5": { | |
| "clean": "", | |
| "adv": "cassette recorder", | |
| "clean_dist": 0.0, | |
| "adv_dist": 0.142, | |
| "flip": false | |
| }, | |
| "google/gemini-3.5-flash": { | |
| "clean": "cassette recorder", | |
| "adv": "cassette recorder", | |
| "clean_dist": 0.142, | |
| "adv_dist": 0.142, | |
| "flip": false | |
| } | |
| } | |
| }, | |
| "mask": { | |
| "margin_before": -0.255, | |
| "margin_after": -0.211, | |
| "delta_margin": 0.044, | |
| "margin_after_jpeg": -0.252, | |
| "psnr": 48.5, | |
| "ssim": 0.997, | |
| "editable_px": 1288, | |
| "surr_dist_clean": 0.48, | |
| "surr_dist_adv": 0.4, | |
| "surr_dist_adv_jpeg": 0.4, | |
| "local_flip_jpeg": false, | |
| "frontier_jpeg": { | |
| "openai/gpt-5.5": { | |
| "clean": "cassette recorder", | |
| "adv": "", | |
| "clean_dist": 0.142, | |
| "adv_dist": 0.0, | |
| "flip": false | |
| }, | |
| "google/gemini-3.5-flash": { | |
| "clean": "cassette recorder", | |
| "adv": "cassette recorder", | |
| "clean_dist": 0.142, | |
| "adv_dist": 0.142, | |
| "flip": false | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "image": "00_02.jpg", | |
| "truth": "tench", | |
| "decoy": "volcano", | |
| "modes": { | |
| "box": { | |
| "margin_before": -0.236, | |
| "margin_after": 0.284, | |
| "delta_margin": 0.52, | |
| "margin_after_jpeg": -0.237, | |
| "psnr": 33.1, | |
| "ssim": 0.977, | |
| "editable_px": 26560, | |
| "surr_dist_clean": 0.575, | |
| "surr_dist_adv": 0.575, | |
| "surr_dist_adv_jpeg": 0.575, | |
| "local_flip_jpeg": true | |
| }, | |
| "mask": { | |
| "margin_before": -0.236, | |
| "margin_after": -0.191, | |
| "delta_margin": 0.044, | |
| "margin_after_jpeg": -0.246, | |
| "psnr": 45.4, | |
| "ssim": 0.999, | |
| "editable_px": 1142, | |
| "surr_dist_clean": 0.575, | |
| "surr_dist_adv": 0.575, | |
| "surr_dist_adv_jpeg": 0.575, | |
| "local_flip_jpeg": true | |
| } | |
| } | |
| }, | |
| { | |
| "image": "04_00.jpg", | |
| "truth": "church", | |
| "decoy": "jellyfish", | |
| "modes": { | |
| "box": { | |
| "margin_before": -0.174, | |
| "margin_after": 0.276, | |
| "delta_margin": 0.451, | |
| "margin_after_jpeg": -0.168, | |
| "psnr": 33.3, | |
| "ssim": 0.96, | |
| "editable_px": 24000, | |
| "surr_dist_clean": 0.0, | |
| "surr_dist_adv": 0.0, | |
| "surr_dist_adv_jpeg": 0.0, | |
| "local_flip_jpeg": false, | |
| "frontier_jpeg": { | |
| "openai/gpt-5.5": { | |
| "clean": "church", | |
| "adv": "church", | |
| "clean_dist": 0.0, | |
| "adv_dist": 0.0, | |
| "flip": false | |
| }, | |
| "google/gemini-3.5-flash": { | |
| "clean": "church", | |
| "adv": "church", | |
| "clean_dist": 0.0, | |
| "adv_dist": 0.0, | |
| "flip": false | |
| } | |
| } | |
| }, | |
| "mask": { | |
| "margin_before": -0.174, | |
| "margin_after": -0.139, | |
| "delta_margin": 0.035, | |
| "margin_after_jpeg": -0.176, | |
| "psnr": 43.9, | |
| "ssim": 0.996, | |
| "editable_px": 1698, | |
| "surr_dist_clean": 0.0, | |
| "surr_dist_adv": 0.0, | |
| "surr_dist_adv_jpeg": 0.0, | |
| "local_flip_jpeg": false, | |
| "frontier_jpeg": { | |
| "openai/gpt-5.5": { | |
| "clean": "church", | |
| "adv": "church", | |
| "clean_dist": 0.0, | |
| "adv_dist": 0.0, | |
| "flip": false | |
| }, | |
| "google/gemini-3.5-flash": { | |
| "clean": "church", | |
| "adv": "church", | |
| "clean_dist": 0.0, | |
| "adv_dist": 0.0, | |
| "flip": false | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "image": "09_02.jpg", | |
| "truth": "parachute", | |
| "decoy": "octopus", | |
| "modes": { | |
| "box": { | |
| "margin_before": -0.128, | |
| "margin_after": 0.374, | |
| "delta_margin": 0.503, | |
| "margin_after_jpeg": -0.147, | |
| "psnr": 33.8, | |
| "ssim": 0.939, | |
| "editable_px": 30720, | |
| "surr_dist_clean": 0.456, | |
| "surr_dist_adv": 0.456, | |
| "surr_dist_adv_jpeg": 0.456, | |
| "local_flip_jpeg": false | |
| }, | |
| "mask": { | |
| "margin_before": -0.128, | |
| "margin_after": -0.098, | |
| "delta_margin": 0.03, | |
| "margin_after_jpeg": -0.153, | |
| "psnr": 46.4, | |
| "ssim": 0.996, | |
| "editable_px": 1213, | |
| "surr_dist_clean": 0.456, | |
| "surr_dist_adv": 0.388, | |
| "surr_dist_adv_jpeg": 0.456, | |
| "local_flip_jpeg": false | |
| } | |
| } | |
| }, | |
| { | |
| "image": "01_00.jpg", | |
| "truth": "english springer", | |
| "decoy": "jellyfish", | |
| "modes": { | |
| "box": { | |
| "margin_before": -0.254, | |
| "margin_after": 0.316, | |
| "delta_margin": 0.57, | |
| "margin_after_jpeg": -0.249, | |
| "psnr": 34.3, | |
| "ssim": 0.923, | |
| "editable_px": 27264, | |
| "surr_dist_clean": 0.575, | |
| "surr_dist_adv": 0.673, | |
| "surr_dist_adv_jpeg": 0.673, | |
| "local_flip_jpeg": true, | |
| "frontier_jpeg": { | |
| "openai/gpt-5.5": { | |
| "clean": "dog", | |
| "adv": "dog", | |
| "clean_dist": 0.673, | |
| "adv_dist": 0.673, | |
| "flip": false | |
| }, | |
| "google/gemini-3.5-flash": { | |
| "clean": "dog", | |
| "adv": "dog", | |
| "clean_dist": 0.673, | |
| "adv_dist": 0.673, | |
| "flip": false | |
| } | |
| } | |
| }, | |
| "mask": { | |
| "margin_before": -0.254, | |
| "margin_after": -0.238, | |
| "delta_margin": 0.017, | |
| "margin_after_jpeg": -0.253, | |
| "psnr": 47.2, | |
| "ssim": 0.995, | |
| "editable_px": 1288, | |
| "surr_dist_clean": 0.575, | |
| "surr_dist_adv": 0.575, | |
| "surr_dist_adv_jpeg": 0.673, | |
| "local_flip_jpeg": true, | |
| "frontier_jpeg": { | |
| "openai/gpt-5.5": { | |
| "clean": "dog", | |
| "adv": "dog", | |
| "clean_dist": 0.673, | |
| "adv_dist": 0.673, | |
| "flip": false | |
| }, | |
| "google/gemini-3.5-flash": { | |
| "clean": "dog", | |
| "adv": "dog", | |
| "clean_dist": 0.673, | |
| "adv_dist": 0.673, | |
| "flip": false | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "image": "08_02.jpg", | |
| "truth": "golf ball", | |
| "decoy": "volcano", | |
| "modes": { | |
| "box": { | |
| "margin_before": -0.202, | |
| "margin_after": 0.209, | |
| "delta_margin": 0.411, | |
| "margin_after_jpeg": -0.188, | |
| "psnr": 33.3, | |
| "ssim": 0.952, | |
| "editable_px": 30720, | |
| "surr_dist_clean": 0.0, | |
| "surr_dist_adv": 0.0, | |
| "surr_dist_adv_jpeg": 0.0, | |
| "local_flip_jpeg": false | |
| }, | |
| "mask": { | |
| "margin_before": -0.202, | |
| "margin_after": -0.197, | |
| "delta_margin": 0.005, | |
| "margin_after_jpeg": -0.182, | |
| "psnr": 46.9, | |
| "ssim": 0.999, | |
| "editable_px": 2351, | |
| "surr_dist_clean": 0.0, | |
| "surr_dist_adv": 0.0, | |
| "surr_dist_adv_jpeg": 0.0, | |
| "local_flip_jpeg": false | |
| } | |
| } | |
| } | |
| ] |