|
24 | 24 | "execution_count": 1, |
25 | 25 | "metadata": { |
26 | 26 | "execution": { |
27 | | - "iopub.execute_input": "2026-03-12T12:51:06.691988Z", |
28 | | - "iopub.status.busy": "2026-03-12T12:51:06.691799Z", |
29 | | - "iopub.status.idle": "2026-03-12T12:51:17.502446Z", |
30 | | - "shell.execute_reply": "2026-03-12T12:51:17.501495Z" |
| 27 | + "iopub.execute_input": "2026-03-13T14:25:21.014184Z", |
| 28 | + "iopub.status.busy": "2026-03-13T14:25:21.014009Z", |
| 29 | + "iopub.status.idle": "2026-03-13T14:25:32.554019Z", |
| 30 | + "shell.execute_reply": "2026-03-13T14:25:32.553265Z" |
31 | 31 | }, |
32 | 32 | "tags": [ |
33 | 33 | "remove-cell" |
|
71 | 71 | "execution_count": 2, |
72 | 72 | "metadata": { |
73 | 73 | "execution": { |
74 | | - "iopub.execute_input": "2026-03-12T12:51:17.504907Z", |
75 | | - "iopub.status.busy": "2026-03-12T12:51:17.504660Z", |
76 | | - "iopub.status.idle": "2026-03-12T12:51:26.771351Z", |
77 | | - "shell.execute_reply": "2026-03-12T12:51:26.770522Z" |
| 74 | + "iopub.execute_input": "2026-03-13T14:25:32.557044Z", |
| 75 | + "iopub.status.busy": "2026-03-13T14:25:32.556787Z", |
| 76 | + "iopub.status.idle": "2026-03-13T14:25:38.710114Z", |
| 77 | + "shell.execute_reply": "2026-03-13T14:25:38.709268Z" |
78 | 78 | }, |
79 | 79 | "tags": [ |
80 | 80 | "remove-cell" |
|
87 | 87 | "text": [ |
88 | 88 | "artifact-level rows: 661\n", |
89 | 89 | "cve-level rows : 648\n", |
90 | | - "kev rows (unique) : 4662\n", |
| 90 | + "kev rows (unique) : 4665\n", |
91 | 91 | "final rows : 648\n" |
92 | 92 | ] |
93 | 93 | } |
|
263 | 263 | "execution_count": 3, |
264 | 264 | "metadata": { |
265 | 265 | "execution": { |
266 | | - "iopub.execute_input": "2026-03-12T12:51:26.802848Z", |
267 | | - "iopub.status.busy": "2026-03-12T12:51:26.802664Z", |
268 | | - "iopub.status.idle": "2026-03-12T12:51:26.859632Z", |
269 | | - "shell.execute_reply": "2026-03-12T12:51:26.858929Z" |
| 266 | + "iopub.execute_input": "2026-03-13T14:25:38.742328Z", |
| 267 | + "iopub.status.busy": "2026-03-13T14:25:38.742121Z", |
| 268 | + "iopub.status.idle": "2026-03-13T14:25:38.798941Z", |
| 269 | + "shell.execute_reply": "2026-03-13T14:25:38.798191Z" |
270 | 270 | }, |
271 | 271 | "tags": [ |
272 | 272 | "remove-input" |
|
277 | 277 | "data": { |
278 | 278 | "text/html": [ |
279 | 279 | "<style type=\"text/css\">\n", |
280 | | - "#T_fb5da th {\n", |
| 280 | + "#T_cfa09 th {\n", |
281 | 281 | " text-align: center;\n", |
282 | 282 | "}\n", |
283 | | - "#T_fb5da_row0_col0, #T_fb5da_row0_col1, #T_fb5da_row1_col0, #T_fb5da_row1_col1, #T_fb5da_row2_col0, #T_fb5da_row2_col1, #T_fb5da_row3_col0, #T_fb5da_row3_col1, #T_fb5da_row4_col0, #T_fb5da_row4_col1, #T_fb5da_row5_col0, #T_fb5da_row5_col1, #T_fb5da_row6_col0, #T_fb5da_row6_col1, #T_fb5da_row7_col0, #T_fb5da_row7_col1, #T_fb5da_row8_col0, #T_fb5da_row8_col1, #T_fb5da_row9_col0, #T_fb5da_row9_col1, #T_fb5da_row10_col0, #T_fb5da_row10_col1 {\n", |
| 283 | + "#T_cfa09_row0_col0, #T_cfa09_row0_col1, #T_cfa09_row1_col0, #T_cfa09_row1_col1, #T_cfa09_row2_col0, #T_cfa09_row2_col1, #T_cfa09_row3_col0, #T_cfa09_row3_col1, #T_cfa09_row4_col0, #T_cfa09_row4_col1, #T_cfa09_row5_col0, #T_cfa09_row5_col1, #T_cfa09_row6_col0, #T_cfa09_row6_col1, #T_cfa09_row7_col0, #T_cfa09_row7_col1, #T_cfa09_row8_col0, #T_cfa09_row8_col1, #T_cfa09_row9_col0, #T_cfa09_row9_col1, #T_cfa09_row10_col0, #T_cfa09_row10_col1 {\n", |
284 | 284 | " text-align: center;\n", |
285 | 285 | "}\n", |
286 | 286 | "</style>\n", |
287 | | - "<table id=\"T_fb5da\" style=\"width:100%; border-collapse: collapse;\">\n", |
| 287 | + "<table id=\"T_cfa09\" style=\"width:100%; border-collapse: collapse;\">\n", |
288 | 288 | " <thead>\n", |
289 | 289 | " <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", |
| 290 | + " <th id=\"T_cfa09_level0_col0\" class=\"col_heading level0 col0\" >Initial Access Exploits & Detection Artifacts</th>\n", |
| 291 | + " <th id=\"T_cfa09_level0_col1\" class=\"col_heading level0 col1\" >CVE Coverage</th>\n", |
292 | 292 | " </tr>\n", |
293 | 293 | " </thead>\n", |
294 | 294 | " <tbody>\n", |
295 | 295 | " <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", |
298 | 298 | " </tr>\n", |
299 | 299 | " <tr>\n", |
300 | | - " <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", |
| 300 | + " <td id=\"T_cfa09_row1_col0\" class=\"data row1 col0\" >Exploits in IAI</td>\n", |
| 301 | + " <td id=\"T_cfa09_row1_col1\" class=\"data row1 col1\" >526</td>\n", |
302 | 302 | " </tr>\n", |
303 | 303 | " <tr>\n", |
304 | | - " <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", |
| 304 | + " <td id=\"T_cfa09_row2_col0\" class=\"data row2 col0\" >IAI in CISA KEV</td>\n", |
| 305 | + " <td id=\"T_cfa09_row2_col1\" class=\"data row2 col1\" >269</td>\n", |
306 | 306 | " </tr>\n", |
307 | 307 | " <tr>\n", |
308 | | - " <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", |
| 308 | + " <td id=\"T_cfa09_row3_col0\" class=\"data row3 col0\" >IAI in VulnCheck KEV</td>\n", |
| 309 | + " <td id=\"T_cfa09_row3_col1\" class=\"data row3 col1\" >494</td>\n", |
310 | 310 | " </tr>\n", |
311 | 311 | " <tr>\n", |
312 | | - " <td id=\"T_fb5da_row4_col0\" class=\"data row4 col0\" >CVEs with PCAP</td>\n", |
313 | | - " <td id=\"T_fb5da_row4_col1\" class=\"data row4 col1\" >612</td>\n", |
| 312 | + " <td id=\"T_cfa09_row4_col0\" class=\"data row4 col0\" >CVEs with PCAP</td>\n", |
| 313 | + " <td id=\"T_cfa09_row4_col1\" class=\"data row4 col1\" >612</td>\n", |
314 | 314 | " </tr>\n", |
315 | 315 | " <tr>\n", |
316 | | - " <td id=\"T_fb5da_row5_col0\" class=\"data row5 col0\" >CVEs with Suricata Rule</td>\n", |
317 | | - " <td id=\"T_fb5da_row5_col1\" class=\"data row5 col1\" >590</td>\n", |
| 316 | + " <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", |
318 | 318 | " </tr>\n", |
319 | 319 | " <tr>\n", |
320 | | - " <td id=\"T_fb5da_row6_col0\" class=\"data row6 col0\" >CVEs with Snort Rule</td>\n", |
321 | | - " <td id=\"T_fb5da_row6_col1\" class=\"data row6 col1\" >581</td>\n", |
| 320 | + " <td id=\"T_cfa09_row6_col0\" class=\"data row6 col0\" >CVEs with Snort Rule</td>\n", |
| 321 | + " <td id=\"T_cfa09_row6_col1\" class=\"data row6 col1\" >581</td>\n", |
322 | 322 | " </tr>\n", |
323 | 323 | " <tr>\n", |
324 | | - " <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", |
| 324 | + " <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", |
326 | 326 | " </tr>\n", |
327 | 327 | " <tr>\n", |
328 | | - " <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", |
330 | 330 | " </tr>\n", |
331 | 331 | " <tr>\n", |
332 | | - " <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", |
334 | 334 | " </tr>\n", |
335 | 335 | " <tr>\n", |
336 | | - " <td id=\"T_fb5da_row10_col0\" class=\"data row10 col0\" >CVEs with Sigma rules</td>\n", |
337 | | - " <td id=\"T_fb5da_row10_col1\" class=\"data row10 col1\" >17</td>\n", |
| 336 | + " <td id=\"T_cfa09_row10_col0\" class=\"data row10 col0\" >CVEs with Sigma rules</td>\n", |
| 337 | + " <td id=\"T_cfa09_row10_col1\" class=\"data row10 col1\" >17</td>\n", |
338 | 338 | " </tr>\n", |
339 | 339 | " </tbody>\n", |
340 | 340 | "</table>\n" |
341 | 341 | ], |
342 | 342 | "text/plain": [ |
343 | | - "<pandas.io.formats.style.Styler at 0x7f07465859d0>" |
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344 | 344 | ] |
345 | 345 | }, |
346 | 346 | "execution_count": 3, |
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448 | 448 | "execution_count": 4, |
449 | 449 | "metadata": { |
450 | 450 | "execution": { |
451 | | - "iopub.execute_input": "2026-03-12T12:51:26.861404Z", |
452 | | - "iopub.status.busy": "2026-03-12T12:51:26.861183Z", |
453 | | - "iopub.status.idle": "2026-03-12T12:51:27.219651Z", |
454 | | - "shell.execute_reply": "2026-03-12T12:51:27.218660Z" |
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455 | 455 | }, |
456 | 456 | "tags": [ |
457 | 457 | "remove-input" |
|
535 | 535 | "execution_count": 5, |
536 | 536 | "metadata": { |
537 | 537 | "execution": { |
538 | | - "iopub.execute_input": "2026-03-12T12:51:27.221499Z", |
539 | | - "iopub.status.busy": "2026-03-12T12:51:27.221323Z", |
540 | | - "iopub.status.idle": "2026-03-12T12:51:27.834927Z", |
541 | | - "shell.execute_reply": "2026-03-12T12:51:27.834042Z" |
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542 | 542 | }, |
543 | 543 | "tags": [ |
544 | 544 | "remove-input" |
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734 | 734 | "execution_count": 6, |
735 | 735 | "metadata": { |
736 | 736 | "execution": { |
737 | | - "iopub.execute_input": "2026-03-12T12:51:27.836591Z", |
738 | | - "iopub.status.busy": "2026-03-12T12:51:27.836417Z", |
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740 | | - "shell.execute_reply": "2026-03-12T12:51:29.343413Z" |
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741 | 741 | }, |
742 | 742 | "tags": [ |
743 | 743 | "remove-input" |
|
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