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canary-intelligence/canary-kev.ipynb

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exploitation-timelines/exploitation-timeline.ipynb

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initial-access/initial-access.ipynb

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"text": [
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"artifact-level rows: 661\n",
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"cve-level rows : 648\n",
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"kev rows (unique) : 4662\n",
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"kev rows (unique) : 4665\n",
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"final rows : 648\n"
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]
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}
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"data": {
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283+
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"</style>\n",
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"<table id=\"T_fb5da\" style=\"width:100%; border-collapse: collapse;\">\n",
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"<table id=\"T_cfa09\" style=\"width:100%; border-collapse: collapse;\">\n",
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" <thead>\n",
289289
" <tr>\n",
290-
" <th id=\"T_fb5da_level0_col0\" class=\"col_heading level0 col0\" >Initial Access Exploits & Detection Artifacts</th>\n",
291-
" <th id=\"T_fb5da_level0_col1\" class=\"col_heading level0 col1\" >CVE Coverage</th>\n",
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" <th id=\"T_cfa09_level0_col0\" class=\"col_heading level0 col0\" >Initial Access Exploits & Detection Artifacts</th>\n",
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" <th id=\"T_cfa09_level0_col1\" class=\"col_heading level0 col1\" >CVE Coverage</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
296-
" <td id=\"T_fb5da_row0_col0\" class=\"data row0 col0\" >CVEs in IAI</td>\n",
297-
" <td id=\"T_fb5da_row0_col1\" class=\"data row0 col1\" >648</td>\n",
296+
" <td id=\"T_cfa09_row0_col0\" class=\"data row0 col0\" >CVEs in IAI</td>\n",
297+
" <td id=\"T_cfa09_row0_col1\" class=\"data row0 col1\" >648</td>\n",
298298
" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row1_col0\" class=\"data row1 col0\" >Exploits in IAI</td>\n",
301-
" <td id=\"T_fb5da_row1_col1\" class=\"data row1 col1\" >526</td>\n",
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" <td id=\"T_cfa09_row1_col0\" class=\"data row1 col0\" >Exploits in IAI</td>\n",
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" <td id=\"T_cfa09_row1_col1\" class=\"data row1 col1\" >526</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row2_col0\" class=\"data row2 col0\" >IAI in CISA KEV</td>\n",
305-
" <td id=\"T_fb5da_row2_col1\" class=\"data row2 col1\" >269</td>\n",
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" <td id=\"T_cfa09_row2_col0\" class=\"data row2 col0\" >IAI in CISA KEV</td>\n",
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" <td id=\"T_cfa09_row2_col1\" class=\"data row2 col1\" >269</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row3_col0\" class=\"data row3 col0\" >IAI in VulnCheck KEV</td>\n",
309-
" <td id=\"T_fb5da_row3_col1\" class=\"data row3 col1\" >494</td>\n",
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" <td id=\"T_cfa09_row3_col0\" class=\"data row3 col0\" >IAI in VulnCheck KEV</td>\n",
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" <td id=\"T_cfa09_row3_col1\" class=\"data row3 col1\" >494</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row4_col0\" class=\"data row4 col0\" >CVEs with PCAP</td>\n",
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" <td id=\"T_fb5da_row4_col1\" class=\"data row4 col1\" >612</td>\n",
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" <td id=\"T_cfa09_row4_col0\" class=\"data row4 col0\" >CVEs with PCAP</td>\n",
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" <td id=\"T_cfa09_row4_col1\" class=\"data row4 col1\" >612</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row5_col0\" class=\"data row5 col0\" >CVEs with Suricata Rule</td>\n",
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" <td id=\"T_fb5da_row5_col1\" class=\"data row5 col1\" >590</td>\n",
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" <td id=\"T_cfa09_row5_col0\" class=\"data row5 col0\" >CVEs with Suricata Rule</td>\n",
317+
" <td id=\"T_cfa09_row5_col1\" class=\"data row5 col1\" >590</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row6_col0\" class=\"data row6 col0\" >CVEs with Snort Rule</td>\n",
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" <td id=\"T_fb5da_row6_col1\" class=\"data row6 col1\" >581</td>\n",
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" <td id=\"T_cfa09_row6_col0\" class=\"data row6 col0\" >CVEs with Snort Rule</td>\n",
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" <td id=\"T_cfa09_row6_col1\" class=\"data row6 col1\" >581</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row7_col0\" class=\"data row7 col0\" >CVEs with YARA</td>\n",
325-
" <td id=\"T_fb5da_row7_col1\" class=\"data row7 col1\" >122</td>\n",
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" <td id=\"T_cfa09_row7_col0\" class=\"data row7 col0\" >CVEs with YARA</td>\n",
325+
" <td id=\"T_cfa09_row7_col1\" class=\"data row7 col1\" >122</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row8_col0\" class=\"data row8 col0\" >CVEs with Version Scanner</td>\n",
329-
" <td id=\"T_fb5da_row8_col1\" class=\"data row8 col1\" >329</td>\n",
328+
" <td id=\"T_cfa09_row8_col0\" class=\"data row8 col0\" >CVEs with Version Scanner</td>\n",
329+
" <td id=\"T_cfa09_row8_col1\" class=\"data row8 col1\" >329</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row9_col0\" class=\"data row9 col0\" >CVEs with Target Docker</td>\n",
333-
" <td id=\"T_fb5da_row9_col1\" class=\"data row9 col1\" >140</td>\n",
332+
" <td id=\"T_cfa09_row9_col0\" class=\"data row9 col0\" >CVEs with Target Docker</td>\n",
333+
" <td id=\"T_cfa09_row9_col1\" class=\"data row9 col1\" >140</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td id=\"T_fb5da_row10_col0\" class=\"data row10 col0\" >CVEs with Sigma rules</td>\n",
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" <td id=\"T_fb5da_row10_col1\" class=\"data row10 col1\" >17</td>\n",
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" <td id=\"T_cfa09_row10_col0\" class=\"data row10 col0\" >CVEs with Sigma rules</td>\n",
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" <td id=\"T_cfa09_row10_col1\" class=\"data row10 col1\" >17</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n"
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],
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known-exploited-vulnerabilities/2024-dashboard.ipynb

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179+
"#T_14802_row0_col0, #T_14802_row0_col1, #T_14802_row0_col2, #T_14802_row1_col0, #T_14802_row1_col1, #T_14802_row1_col2, #T_14802_row2_col0, #T_14802_row2_col1, #T_14802_row2_col2, #T_14802_row3_col0, #T_14802_row3_col1, #T_14802_row3_col2 {\n",
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"}\n",
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"</style>\n",
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"<table id=\"T_0eadb\" style=\"width:100%; border-collapse: collapse;\">\n",
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"<table id=\"T_14802\" style=\"width:100%; border-collapse: collapse;\">\n",
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" <thead>\n",
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" <tr>\n",
186-
" <th id=\"T_0eadb_level0_col0\" class=\"col_heading level0 col0\" >Metric</th>\n",
187-
" <th id=\"T_0eadb_level0_col1\" class=\"col_heading level0 col1\" >VulnCheck KEV</th>\n",
188-
" <th id=\"T_0eadb_level0_col2\" class=\"col_heading level0 col2\" >CISA KEV</th>\n",
186+
" <th id=\"T_14802_level0_col0\" class=\"col_heading level0 col0\" >Metric</th>\n",
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" <th id=\"T_14802_level0_col1\" class=\"col_heading level0 col1\" >VulnCheck KEV</th>\n",
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" <th id=\"T_14802_level0_col2\" class=\"col_heading level0 col2\" >CISA KEV</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <td id=\"T_0eadb_row0_col0\" class=\"data row0 col0\" >Total KEVs Added</td>\n",
194-
" <td id=\"T_0eadb_row0_col1\" class=\"data row0 col1\" >901</td>\n",
195-
" <td id=\"T_0eadb_row0_col2\" class=\"data row0 col2\" >186</td>\n",
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" <td id=\"T_14802_row0_col0\" class=\"data row0 col0\" >Total KEVs Added</td>\n",
194+
" <td id=\"T_14802_row0_col1\" class=\"data row0 col1\" >901</td>\n",
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" <td id=\"T_14802_row0_col2\" class=\"data row0 col2\" >186</td>\n",
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" </tr>\n",
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" <tr>\n",
198-
" <td id=\"T_0eadb_row1_col0\" class=\"data row1 col0\" >Avg. KEVs per month</td>\n",
199-
" <td id=\"T_0eadb_row1_col1\" class=\"data row1 col1\" >75</td>\n",
200-
" <td id=\"T_0eadb_row1_col2\" class=\"data row1 col2\" >15</td>\n",
198+
" <td id=\"T_14802_row1_col0\" class=\"data row1 col0\" >Avg. KEVs per month</td>\n",
199+
" <td id=\"T_14802_row1_col1\" class=\"data row1 col1\" >75</td>\n",
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" <td id=\"T_14802_row1_col2\" class=\"data row1 col2\" >15</td>\n",
201201
" </tr>\n",
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" <tr>\n",
203-
" <td id=\"T_0eadb_row2_col0\" class=\"data row2 col0\" >Unique Vendors</td>\n",
204-
" <td id=\"T_0eadb_row2_col1\" class=\"data row2 col1\" >513</td>\n",
205-
" <td id=\"T_0eadb_row2_col2\" class=\"data row2 col2\" >64</td>\n",
203+
" <td id=\"T_14802_row2_col0\" class=\"data row2 col0\" >Unique Vendors</td>\n",
204+
" <td id=\"T_14802_row2_col1\" class=\"data row2 col1\" >513</td>\n",
205+
" <td id=\"T_14802_row2_col2\" class=\"data row2 col2\" >64</td>\n",
206206
" </tr>\n",
207207
" <tr>\n",
208-
" <td id=\"T_0eadb_row3_col0\" class=\"data row3 col0\" >Unique Products</td>\n",
209-
" <td id=\"T_0eadb_row3_col1\" class=\"data row3 col1\" >680</td>\n",
210-
" <td id=\"T_0eadb_row3_col2\" class=\"data row3 col2\" >106</td>\n",
208+
" <td id=\"T_14802_row3_col0\" class=\"data row3 col0\" >Unique Products</td>\n",
209+
" <td id=\"T_14802_row3_col1\" class=\"data row3 col1\" >680</td>\n",
210+
" <td id=\"T_14802_row3_col2\" class=\"data row3 col2\" >106</td>\n",
211211
" </tr>\n",
212212
" </tbody>\n",
213213
"</table>\n"
214214
],
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