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Datasets:
DatasetSubmission
/
HackerSignal

Tasks:
Text Classification
Text Retrieval
Languages:
English
Chinese
Russian
Size:
1M<n<10M
Tags:
cybersecurity
exploit
vulnerability
CVE
hacker-forum
threat-intelligence
License:
Dataset card Files
xet
 Community
1
DatasetSubmission commited on
Commit
c78089d
·
verified ·
1 Parent(s): b6f8bd6

Add explicit features to all configs; fix string-to-null type inference error

Browse files
Files changed (1) hide show
  1. README.md +216 -0
README.md CHANGED
@@ -23,15 +23,198 @@ dataset_info:
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  splits:
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  - name: full
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  num_examples: 7447646
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  configs:
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  - config_name: default
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  data_files:
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  - split: full
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  path: unified_hacker_communities_neurips_public.jsonl
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: sample
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  data_files:
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  - split: full
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  path: hackersignal_sample_10k.jsonl
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: task1_cve_linkage
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  data_files:
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  - split: train
@@ -42,6 +225,17 @@ configs:
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  path: benchmark_v2/task1_cve_linkage/test.jsonl
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  - split: corpus
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  path: benchmark_v2/task1_cve_linkage/corpus.jsonl
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: task2_exploit_type
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  data_files:
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  - split: train
@@ -50,6 +244,17 @@ configs:
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  path: benchmark_v2/task2_exploit_type/val.jsonl
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  - split: test
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  path: benchmark_v2/task2_exploit_type/test.jsonl
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: task3_temporal_generalization
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  data_files:
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  - split: train
@@ -60,6 +265,17 @@ configs:
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  path: benchmark_v2/task3_temporal_generalization/test.jsonl
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  - split: corpus
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  path: benchmark_v2/task3_temporal_generalization/corpus.jsonl
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # HackerSignal
 
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  splits:
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  - name: full
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  num_examples: 7447646
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+ features:
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+ - name: unified_id
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+ dtype: string
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+ - name: source_dataset
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+ dtype: string
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+ - name: source_file
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+ dtype: string
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+ - name: source_format
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+ dtype: string
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+ - name: source_layer
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+ dtype: string
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+ - name: source_record_id
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+ dtype: string
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+ - name: forum_id
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+ dtype: string
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+ - name: timestamp
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+ dtype: string
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+ - name: author_hash
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ - name: text_raw
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+ dtype: string
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+ - name: text_length
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+ dtype: int64
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+ - name: text_raw_length
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+ dtype: int64
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+ - name: text_sha256
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+ dtype: string
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+ - name: text_raw_sha256
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+ dtype: string
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+ - name: thread_url
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+ dtype: string
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+ - name: thread_title
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+ dtype: string
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+ - name: section
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+ dtype: string
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+ - name: post_index
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+ dtype: int64
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+ - name: post_id
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+ dtype: string
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+ - name: thread_id
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+ dtype: string
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+ - name: scraped_at
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+ dtype: string
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+ - name: reply_count
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+ dtype: int64
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+ - name: view_count
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+ dtype: int64
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+ - name: tags
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+ sequence: string
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+ - name: cve_refs
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+ sequence: string
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+ - name: dataset_generated_at
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+ dtype: string
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+ - name: release_mode
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+ dtype: string
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+ - name: released_artifact
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+ dtype: string
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+ - name: redaction_reason
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+ dtype: string
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  configs:
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  - config_name: default
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  data_files:
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  - split: full
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  path: unified_hacker_communities_neurips_public.jsonl
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+ features:
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+ - name: unified_id
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+ dtype: string
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+ - name: source_dataset
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+ dtype: string
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+ - name: source_file
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+ dtype: string
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+ - name: source_format
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+ dtype: string
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+ - name: source_layer
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+ dtype: string
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+ - name: source_record_id
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+ dtype: string
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+ - name: forum_id
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+ dtype: string
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+ - name: timestamp
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+ dtype: string
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+ - name: author_hash
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ - name: text_raw
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+ dtype: string
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+ - name: text_length
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+ dtype: int64
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+ - name: text_raw_length
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+ dtype: int64
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+ - name: text_sha256
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+ dtype: string
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+ - name: text_raw_sha256
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+ dtype: string
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+ - name: thread_url
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+ dtype: string
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+ - name: thread_title
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+ dtype: string
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+ - name: section
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+ dtype: string
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+ - name: post_index
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+ dtype: int64
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+ - name: post_id
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+ dtype: string
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+ - name: thread_id
134
+ dtype: string
135
+ - name: scraped_at
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+ dtype: string
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+ - name: reply_count
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+ dtype: int64
139
+ - name: view_count
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+ dtype: int64
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+ - name: tags
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+ sequence: string
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+ - name: cve_refs
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+ sequence: string
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+ - name: dataset_generated_at
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+ dtype: string
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+ - name: release_mode
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+ dtype: string
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+ - name: released_artifact
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+ dtype: string
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+ - name: redaction_reason
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+ dtype: string
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  - config_name: sample
154
  data_files:
155
  - split: full
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  path: hackersignal_sample_10k.jsonl
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+ features:
158
+ - name: unified_id
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+ dtype: string
160
+ - name: source_dataset
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+ dtype: string
162
+ - name: source_file
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+ dtype: string
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+ - name: source_format
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+ dtype: string
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+ - name: source_layer
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+ dtype: string
168
+ - name: source_record_id
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+ dtype: string
170
+ - name: forum_id
171
+ dtype: string
172
+ - name: timestamp
173
+ dtype: string
174
+ - name: author_hash
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ - name: text_raw
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+ dtype: string
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+ - name: text_length
181
+ dtype: int64
182
+ - name: text_raw_length
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+ dtype: int64
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+ - name: text_sha256
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+ dtype: string
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+ - name: text_raw_sha256
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+ dtype: string
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+ - name: thread_url
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+ dtype: string
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+ - name: thread_title
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+ dtype: string
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+ - name: section
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+ dtype: string
194
+ - name: post_index
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+ dtype: int64
196
+ - name: post_id
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+ dtype: string
198
+ - name: thread_id
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+ dtype: string
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+ - name: scraped_at
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+ dtype: string
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+ - name: reply_count
203
+ dtype: int64
204
+ - name: view_count
205
+ dtype: int64
206
+ - name: tags
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+ sequence: string
208
+ - name: cve_refs
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+ sequence: string
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+ - name: dataset_generated_at
211
+ dtype: string
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+ - name: release_mode
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+ dtype: string
214
+ - name: released_artifact
215
+ dtype: string
216
+ - name: redaction_reason
217
+ dtype: string
218
  - config_name: task1_cve_linkage
219
  data_files:
220
  - split: train
 
225
  path: benchmark_v2/task1_cve_linkage/test.jsonl
226
  - split: corpus
227
  path: benchmark_v2/task1_cve_linkage/corpus.jsonl
228
+ features:
229
+ - name: id
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+ dtype: string
231
+ - name: text
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+ dtype: string
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+ - name: cve_id
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+ dtype: string
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+ - name: source
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+ dtype: string
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+ - name: timestamp
238
+ dtype: string
239
  - config_name: task2_exploit_type
240
  data_files:
241
  - split: train
 
244
  path: benchmark_v2/task2_exploit_type/val.jsonl
245
  - split: test
246
  path: benchmark_v2/task2_exploit_type/test.jsonl
247
+ features:
248
+ - name: id
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ - name: label
253
+ dtype: string
254
+ - name: source
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+ dtype: string
256
+ - name: timestamp
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+ dtype: string
258
  - config_name: task3_temporal_generalization
259
  data_files:
260
  - split: train
 
265
  path: benchmark_v2/task3_temporal_generalization/test.jsonl
266
  - split: corpus
267
  path: benchmark_v2/task3_temporal_generalization/corpus.jsonl
268
+ features:
269
+ - name: id
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+ dtype: string
271
+ - name: text
272
+ dtype: string
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+ - name: cve_id
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+ dtype: string
275
+ - name: source
276
+ dtype: string
277
+ - name: timestamp
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+ dtype: string
279
  ---
280
 
281
  # HackerSignal