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Browse files- .gitattributes +1 -0
- benchmark/benchmark_meta.json +184 -42
- benchmark/gpt5_zero_shot_results.json +1 -0
- benchmark/task1_exploit_clf/meta.json +147 -0
- benchmark/task1_exploit_clf/test.jsonl +0 -0
- benchmark/task1_exploit_clf/train.jsonl +0 -0
- benchmark/task1_exploit_clf/val.jsonl +0 -0
- benchmark/task3_severity/meta.json +1 -8
- benchmark/task4_hacker_exploit_labeling/meta.json +24 -23
- benchmark/task4_hacker_exploit_labeling/test.jsonl +2 -2
- benchmark/task4_hacker_exploit_labeling/train.jsonl +2 -2
- benchmark/task4_hacker_exploit_labeling/val.jsonl +0 -0
- benchmark/task5_hacker_signal_detection/meta.json +12 -11
- benchmark/task5_hacker_signal_detection/test.jsonl +0 -0
- benchmark/task5_hacker_signal_detection/train.jsonl +0 -0
- benchmark/task5_hacker_signal_detection/val.jsonl +0 -0
.gitattributes
CHANGED
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@@ -67,3 +67,4 @@ benchmark/task4_hacker_exploit_labeling/test.jsonl filter=lfs diff=lfs merge=lfs
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benchmark/task4_hacker_exploit_labeling/train.jsonl filter=lfs diff=lfs merge=lfs -text
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benchmark/task5_hacker_signal_detection/corpus.jsonl filter=lfs diff=lfs merge=lfs -text
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unified_hacker_communities_neurips_public.jsonl filter=lfs diff=lfs merge=lfs -text
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benchmark/task4_hacker_exploit_labeling/train.jsonl filter=lfs diff=lfs merge=lfs -text
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benchmark/task5_hacker_signal_detection/corpus.jsonl filter=lfs diff=lfs merge=lfs -text
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unified_hacker_communities_neurips_public.jsonl filter=lfs diff=lfs merge=lfs -text
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+
benchmark/task1_exploit_clf/train.jsonl filter=lfs diff=lfs merge=lfs -text
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benchmark/benchmark_meta.json
CHANGED
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@@ -8,16 +8,23 @@
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},
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"candidate_sources": [
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"0x00sec",
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"evolution",
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"exploitdb",
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"gayanku",
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"hackerone",
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"hackersploit",
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"hackforums",
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"hackthebox",
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"parrotsec",
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"seebug",
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"vulnlab",
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"zeroscience"
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],
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"labeling_rule": "positive if post ID appears in the same source CVE index; negative if from the same source/split, absent from the CVE index, and containing no CVE token",
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@@ -241,6 +248,146 @@
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"positive_used": 0,
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"negative_used": 0
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}
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}
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},
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"split_boundaries": {
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"val": 12836,
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"test": 11711
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},
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"leakage_audit": {
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"passed": true,
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"audit_path": "data/audits/task3_leakage_audit.json"
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}
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},
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"task4": {
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"task": "hacker_exploit_labeling",
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"0day"
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],
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"min_tokens": 12,
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-
"max_per_label_split":
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"missing_file": 0,
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"missing_date": 0,
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"f1_per_class"
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],
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"splits": {
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-
"train":
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"val": 1933,
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"test":
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"label_distribution_by_split": {
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"train": {
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"0":
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"2": 382
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"val": {
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"2": 146
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},
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"test": {
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-
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"1": 926,
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"2": 37
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}
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},
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"source_distribution_by_split": {
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"train": {
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-
"cve_hacker_forum":
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-
"dtl_exploits":
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"evolution":
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"exploitdb_hf":
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"gayanku":
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"hacker_exploits":
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"hackerone":
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"hackersploit":
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"hackforums":
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"hackthebox":
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"kaeli_hacker":
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},
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"val": {
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"hacker_exploits": 46,
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"hackthebox": 408
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},
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"test": {
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"0x00sec":
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"hacker_exploits":
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"hackerone":
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"total":
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"task5": {
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"task": "hacker_exploit_signal_detection",
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@@ -592,21 +733,22 @@
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},
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"source_distribution_by_split": {
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"hackforums": 12,
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"hackthebox": 1,
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"kaeli_hacker":
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"val": {
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"hacker_exploits":
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"hackersploit":
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"hackthebox":
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"test": {
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"0x00sec": 6,
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},
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"candidate_sources": [
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"0x00sec",
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"cisa_kev",
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"cvefixes",
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"dtl_exploits",
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"evolution",
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"exploitdb",
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"gayanku",
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"github_advisory",
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"hacker_exploits",
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"hackerone",
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"hackersploit",
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"hackforums",
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"hackthebox",
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"kaeli_hacker",
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"parrotsec",
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"seebug",
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"vulnlab",
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"zeroday",
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"zeroscience"
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],
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"labeling_rule": "positive if post ID appears in the same source CVE index; negative if from the same source/split, absent from the CVE index, and containing no CVE token",
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| 657 |
+
"kaeli_hacker": 6873
|
| 658 |
},
|
| 659 |
"val": {
|
| 660 |
"hacker_exploits": 46,
|
|
|
|
| 663 |
"hackthebox": 408
|
| 664 |
},
|
| 665 |
"test": {
|
| 666 |
+
"0x00sec": 100,
|
| 667 |
"cve_hacker_forum": 2,
|
| 668 |
+
"hacker_exploits": 100586,
|
| 669 |
+
"hackerone": 101,
|
| 670 |
+
"hackersploit": 1,
|
| 671 |
+
"hackthebox": 73,
|
| 672 |
+
"kaeli_hacker": 100
|
| 673 |
}
|
| 674 |
},
|
| 675 |
+
"total": 303278
|
| 676 |
},
|
| 677 |
"task5": {
|
| 678 |
"task": "hacker_exploit_signal_detection",
|
|
|
|
| 733 |
},
|
| 734 |
"source_distribution_by_split": {
|
| 735 |
"train": {
|
| 736 |
+
"cve_hacker_forum": 2,
|
| 737 |
+
"dtl_exploits": 267,
|
| 738 |
+
"evolution": 37,
|
| 739 |
+
"exploitdb_hf": 13,
|
| 740 |
+
"gayanku": 296,
|
| 741 |
+
"hacker_exploits": 162,
|
| 742 |
+
"hackerone": 328,
|
| 743 |
"hackforums": 12,
|
| 744 |
"hackthebox": 1,
|
| 745 |
+
"kaeli_hacker": 28
|
| 746 |
},
|
| 747 |
"val": {
|
| 748 |
+
"hacker_exploits": 10,
|
| 749 |
+
"hackerone": 358,
|
| 750 |
+
"hackersploit": 15,
|
| 751 |
+
"hackthebox": 55
|
| 752 |
},
|
| 753 |
"test": {
|
| 754 |
"0x00sec": 6,
|
benchmark/gpt5_zero_shot_results.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{}
|
benchmark/task1_exploit_clf/meta.json
CHANGED
|
@@ -7,16 +7,23 @@
|
|
| 7 |
},
|
| 8 |
"candidate_sources": [
|
| 9 |
"0x00sec",
|
|
|
|
|
|
|
|
|
|
| 10 |
"evolution",
|
| 11 |
"exploitdb",
|
| 12 |
"gayanku",
|
|
|
|
|
|
|
| 13 |
"hackerone",
|
| 14 |
"hackersploit",
|
| 15 |
"hackforums",
|
| 16 |
"hackthebox",
|
|
|
|
| 17 |
"parrotsec",
|
| 18 |
"seebug",
|
| 19 |
"vulnlab",
|
|
|
|
| 20 |
"zeroscience"
|
| 21 |
],
|
| 22 |
"labeling_rule": "positive if post ID appears in the same source CVE index; negative if from the same source/split, absent from the CVE index, and containing no CVE token",
|
|
@@ -240,6 +247,146 @@
|
|
| 240 |
"positive_used": 0,
|
| 241 |
"negative_used": 0
|
| 242 |
}
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
| 243 |
}
|
| 244 |
},
|
| 245 |
"split_boundaries": {
|
|
|
|
| 7 |
},
|
| 8 |
"candidate_sources": [
|
| 9 |
"0x00sec",
|
| 10 |
+
"cisa_kev",
|
| 11 |
+
"cvefixes",
|
| 12 |
+
"dtl_exploits",
|
| 13 |
"evolution",
|
| 14 |
"exploitdb",
|
| 15 |
"gayanku",
|
| 16 |
+
"github_advisory",
|
| 17 |
+
"hacker_exploits",
|
| 18 |
"hackerone",
|
| 19 |
"hackersploit",
|
| 20 |
"hackforums",
|
| 21 |
"hackthebox",
|
| 22 |
+
"kaeli_hacker",
|
| 23 |
"parrotsec",
|
| 24 |
"seebug",
|
| 25 |
"vulnlab",
|
| 26 |
+
"zeroday",
|
| 27 |
"zeroscience"
|
| 28 |
],
|
| 29 |
"labeling_rule": "positive if post ID appears in the same source CVE index; negative if from the same source/split, absent from the CVE index, and containing no CVE token",
|
|
|
|
| 247 |
"positive_used": 0,
|
| 248 |
"negative_used": 0
|
| 249 |
}
|
| 250 |
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},
|
| 251 |
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"dtl_exploits": {
|
| 252 |
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"train": {
|
| 253 |
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"positive_available": 0,
|
| 254 |
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"negative_available": 65411,
|
| 255 |
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"positive_used": 0,
|
| 256 |
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|
| 257 |
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|
| 258 |
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"val": {
|
| 259 |
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|
| 260 |
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"negative_available": 0,
|
| 261 |
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"positive_used": 0,
|
| 262 |
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|
| 263 |
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|
| 264 |
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"test": {
|
| 265 |
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|
| 266 |
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|
| 267 |
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"positive_used": 0,
|
| 268 |
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"negative_used": 0
|
| 269 |
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}
|
| 270 |
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},
|
| 271 |
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"github_advisory": {
|
| 272 |
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"train": {
|
| 273 |
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"positive_available": 0,
|
| 274 |
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"negative_available": 5367,
|
| 275 |
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"positive_used": 0,
|
| 276 |
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|
| 277 |
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|
| 278 |
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"val": {
|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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},
|
| 284 |
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"test": {
|
| 285 |
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|
| 286 |
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"negative_available": 10401,
|
| 287 |
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"positive_used": 0,
|
| 288 |
+
"negative_used": 0
|
| 289 |
+
}
|
| 290 |
+
},
|
| 291 |
+
"cvefixes": {
|
| 292 |
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"train": {
|
| 293 |
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"positive_available": 6770,
|
| 294 |
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"negative_available": 0,
|
| 295 |
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"positive_used": 0,
|
| 296 |
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"negative_used": 0
|
| 297 |
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},
|
| 298 |
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"val": {
|
| 299 |
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"positive_available": 1592,
|
| 300 |
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"negative_available": 0,
|
| 301 |
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"positive_used": 0,
|
| 302 |
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|
| 303 |
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},
|
| 304 |
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"test": {
|
| 305 |
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"positive_available": 0,
|
| 306 |
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|
| 307 |
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"positive_used": 0,
|
| 308 |
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"negative_used": 0
|
| 309 |
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}
|
| 310 |
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},
|
| 311 |
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"zeroday": {
|
| 312 |
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"train": {
|
| 313 |
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"positive_available": 0,
|
| 314 |
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"negative_available": 16519,
|
| 315 |
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"positive_used": 0,
|
| 316 |
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"negative_used": 0
|
| 317 |
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},
|
| 318 |
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"val": {
|
| 319 |
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|
| 320 |
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"negative_available": 0,
|
| 321 |
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"positive_used": 0,
|
| 322 |
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|
| 323 |
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|
| 324 |
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"test": {
|
| 325 |
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|
| 326 |
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|
| 327 |
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"positive_used": 0,
|
| 328 |
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"negative_used": 0
|
| 329 |
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}
|
| 330 |
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},
|
| 331 |
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"hacker_exploits": {
|
| 332 |
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"train": {
|
| 333 |
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"positive_available": 0,
|
| 334 |
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"negative_available": 2363249,
|
| 335 |
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|
| 336 |
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|
| 337 |
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},
|
| 338 |
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"val": {
|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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},
|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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}
|
| 350 |
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},
|
| 351 |
+
"kaeli_hacker": {
|
| 352 |
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"train": {
|
| 353 |
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"positive_available": 0,
|
| 354 |
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"negative_available": 258189,
|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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"negative_used": 0
|
| 369 |
+
}
|
| 370 |
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},
|
| 371 |
+
"cisa_kev": {
|
| 372 |
+
"train": {
|
| 373 |
+
"positive_available": 0,
|
| 374 |
+
"negative_available": 281,
|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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"val": {
|
| 379 |
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|
| 380 |
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|
| 381 |
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"positive_used": 0,
|
| 382 |
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|
| 383 |
+
},
|
| 384 |
+
"test": {
|
| 385 |
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"positive_available": 0,
|
| 386 |
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"negative_available": 483,
|
| 387 |
+
"positive_used": 0,
|
| 388 |
+
"negative_used": 0
|
| 389 |
+
}
|
| 390 |
}
|
| 391 |
},
|
| 392 |
"split_boundaries": {
|
benchmark/task1_exploit_clf/test.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
benchmark/task1_exploit_clf/train.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
benchmark/task1_exploit_clf/val.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
benchmark/task3_severity/meta.json
CHANGED
|
@@ -55,12 +55,5 @@
|
|
| 55 |
"val": 12836,
|
| 56 |
"test": 11711
|
| 57 |
},
|
| 58 |
-
"total": 31344
|
| 59 |
-
"leakage_audit": {
|
| 60 |
-
"strict_sanitized_hits": 0,
|
| 61 |
-
"warning_sanitized_hits": 10,
|
| 62 |
-
"strict_raw_hits": 29836,
|
| 63 |
-
"passed": true,
|
| 64 |
-
"audit_path": "data/audits/task3_leakage_audit.json"
|
| 65 |
-
}
|
| 66 |
}
|
|
|
|
| 55 |
"val": 12836,
|
| 56 |
"test": 11711
|
| 57 |
},
|
| 58 |
+
"total": 31344
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 59 |
}
|
benchmark/task4_hacker_exploit_labeling/meta.json
CHANGED
|
@@ -56,7 +56,7 @@
|
|
| 56 |
"0day"
|
| 57 |
],
|
| 58 |
"min_tokens": 12,
|
| 59 |
-
"max_per_label_split":
|
| 60 |
"skipped": {
|
| 61 |
"missing_file": 0,
|
| 62 |
"missing_date": 0,
|
|
@@ -72,14 +72,14 @@
|
|
| 72 |
"f1_per_class"
|
| 73 |
],
|
| 74 |
"splits": {
|
| 75 |
-
"train":
|
| 76 |
"val": 1933,
|
| 77 |
-
"test":
|
| 78 |
},
|
| 79 |
"label_distribution_by_split": {
|
| 80 |
"train": {
|
| 81 |
-
"0":
|
| 82 |
-
"1":
|
| 83 |
"2": 382
|
| 84 |
},
|
| 85 |
"val": {
|
|
@@ -88,24 +88,24 @@
|
|
| 88 |
"2": 146
|
| 89 |
},
|
| 90 |
"test": {
|
| 91 |
-
"0":
|
| 92 |
"1": 926,
|
| 93 |
"2": 37
|
| 94 |
}
|
| 95 |
},
|
| 96 |
"source_distribution_by_split": {
|
| 97 |
"train": {
|
| 98 |
-
"cve_hacker_forum":
|
| 99 |
-
"dtl_exploits":
|
| 100 |
-
"evolution":
|
| 101 |
-
"exploitdb_hf":
|
| 102 |
-
"gayanku":
|
| 103 |
-
"hacker_exploits":
|
| 104 |
-
"hackerone":
|
| 105 |
-
"hackersploit":
|
| 106 |
-
"hackforums":
|
| 107 |
-
"hackthebox":
|
| 108 |
-
"kaeli_hacker":
|
| 109 |
},
|
| 110 |
"val": {
|
| 111 |
"hacker_exploits": 46,
|
|
@@ -114,13 +114,14 @@
|
|
| 114 |
"hackthebox": 408
|
| 115 |
},
|
| 116 |
"test": {
|
| 117 |
-
"0x00sec":
|
| 118 |
"cve_hacker_forum": 2,
|
| 119 |
-
"hacker_exploits":
|
| 120 |
-
"hackerone":
|
| 121 |
-
"
|
| 122 |
-
"
|
|
|
|
| 123 |
}
|
| 124 |
},
|
| 125 |
-
"total":
|
| 126 |
}
|
|
|
|
| 56 |
"0day"
|
| 57 |
],
|
| 58 |
"min_tokens": 12,
|
| 59 |
+
"max_per_label_split": 100000,
|
| 60 |
"skipped": {
|
| 61 |
"missing_file": 0,
|
| 62 |
"missing_date": 0,
|
|
|
|
| 72 |
"f1_per_class"
|
| 73 |
],
|
| 74 |
"splits": {
|
| 75 |
+
"train": 200382,
|
| 76 |
"val": 1933,
|
| 77 |
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"test": 100963
|
| 78 |
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|
| 79 |
"label_distribution_by_split": {
|
| 80 |
"train": {
|
| 81 |
+
"0": 100000,
|
| 82 |
+
"1": 100000,
|
| 83 |
"2": 382
|
| 84 |
},
|
| 85 |
"val": {
|
|
|
|
| 88 |
"2": 146
|
| 89 |
},
|
| 90 |
"test": {
|
| 91 |
+
"0": 100000,
|
| 92 |
"1": 926,
|
| 93 |
"2": 37
|
| 94 |
}
|
| 95 |
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|
| 96 |
"source_distribution_by_split": {
|
| 97 |
"train": {
|
| 98 |
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"cve_hacker_forum": 58,
|
| 99 |
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"dtl_exploits": 67643,
|
| 100 |
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"evolution": 7864,
|
| 101 |
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"exploitdb_hf": 1016,
|
| 102 |
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"gayanku": 67852,
|
| 103 |
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"hacker_exploits": 43967,
|
| 104 |
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"hackerone": 2892,
|
| 105 |
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"hackersploit": 11,
|
| 106 |
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"hackforums": 2193,
|
| 107 |
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"hackthebox": 13,
|
| 108 |
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"kaeli_hacker": 6873
|
| 109 |
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|
| 110 |
"val": {
|
| 111 |
"hacker_exploits": 46,
|
|
|
|
| 114 |
"hackthebox": 408
|
| 115 |
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|
| 116 |
"test": {
|
| 117 |
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"0x00sec": 100,
|
| 118 |
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|
| 119 |
+
"hacker_exploits": 100586,
|
| 120 |
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"hackerone": 101,
|
| 121 |
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|
| 122 |
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"hackthebox": 73,
|
| 123 |
+
"kaeli_hacker": 100
|
| 124 |
}
|
| 125 |
},
|
| 126 |
+
"total": 303278
|
| 127 |
}
|
benchmark/task4_hacker_exploit_labeling/test.jsonl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:
|
| 3 |
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size
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|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 95971659
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benchmark/task4_hacker_exploit_labeling/train.jsonl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
|
| 3 |
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size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d52fbb2870a66644fbcc4f0481269d9f0b2483ac94700aa8629d01cbce109abd
|
| 3 |
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size 302150634
|
benchmark/task4_hacker_exploit_labeling/val.jsonl
CHANGED
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|
|
benchmark/task5_hacker_signal_detection/meta.json
CHANGED
|
@@ -57,21 +57,22 @@
|
|
| 57 |
},
|
| 58 |
"source_distribution_by_split": {
|
| 59 |
"train": {
|
| 60 |
-
"
|
| 61 |
-
"
|
| 62 |
-
"
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
|
|
|
| 66 |
"hackforums": 12,
|
| 67 |
"hackthebox": 1,
|
| 68 |
-
"kaeli_hacker":
|
| 69 |
},
|
| 70 |
"val": {
|
| 71 |
-
"hacker_exploits":
|
| 72 |
-
"hackerone":
|
| 73 |
-
"hackersploit":
|
| 74 |
-
"hackthebox":
|
| 75 |
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|
| 76 |
"test": {
|
| 77 |
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|
|
|
|
| 57 |
},
|
| 58 |
"source_distribution_by_split": {
|
| 59 |
"train": {
|
| 60 |
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"cve_hacker_forum": 2,
|
| 61 |
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"dtl_exploits": 267,
|
| 62 |
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"evolution": 37,
|
| 63 |
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"exploitdb_hf": 13,
|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
"hackthebox": 1,
|
| 69 |
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"kaeli_hacker": 28
|
| 70 |
},
|
| 71 |
"val": {
|
| 72 |
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|
| 73 |
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"hackerone": 358,
|
| 74 |
+
"hackersploit": 15,
|
| 75 |
+
"hackthebox": 55
|
| 76 |
},
|
| 77 |
"test": {
|
| 78 |
"0x00sec": 6,
|
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benchmark/task5_hacker_signal_detection/train.jsonl
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|
benchmark/task5_hacker_signal_detection/val.jsonl
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|
|