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Upload NER cybersecurity model trained with Prodigy

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.gitattributes CHANGED
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ # NER Cybersecurity Model
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+
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+ Extract security skills, certs, and threats from CVs and job posts in milliseconds.
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+
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+ ## Model Details
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+
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+ - **Base Model:** en_core_web_sm (spaCy 2.2.5)
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+ - **Training:** Prodigy 1.9.9 with 1000 annotated examples
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+ - **Accuracy:** 99.9% on evaluation set
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+
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+ ## Entity Types (13)
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+
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+ | Category | Entity Types |
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+ |----------|-------------|
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+ | Core Security | SECURITY_ROLE, SECURITY_TOOL, CERTIFICATION, FRAMEWORK |
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+ | Threats | CVE, THREAT_TYPE, ATTACK_TECHNIQUE |
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+ | Skills | TECHNICAL_SKILL, ACRONYM, SECURITY_DOMAIN |
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+ | Compliance | REGULATION, CONTROL_ID, AUDIT_TERM |
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+
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+ ## Usage
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+
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+ ```python
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+ import spacy
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+
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+ nlp = spacy.load("pki/ner-cybersecurity")
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+
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+ doc = nlp("Senior Penetration Tester with OSCP. Expert in Metasploit and Burp Suite.")
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+ for ent in doc.ents:
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+ print(f"{ent.label_}: {ent.text}")
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+ ```
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+
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+ Output:
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+ ```
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+ SECURITY_ROLE: Penetration Tester
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+ CERTIFICATION: OSCP
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+ SECURITY_TOOL: Metasploit
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+ SECURITY_TOOL: Burp Suite
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+ ```
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+
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+ ## Training Data Sources
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+
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+ - pki-ad-match role YAMLs (62 roles)
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+ - agent-nexus-85 agent presets (90 agents)
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+ - Synthetic examples with cybersecurity entities
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+
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+ ## Requirements
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+
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+ - spaCy 2.2.x
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+ - Python 3.6-3.8
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+
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+ ## License
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+
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+ MIT
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1
+ 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1317
+ "yst",
1318
+ "AI",
1319
+ "API",
1320
+ "api",
1321
+ "Testing",
1322
+ "testing",
1323
+ "Looking",
1324
+ "looking",
1325
+ "for",
1326
+ "Server",
1327
+ "server",
1328
+ "ver",
1329
+ "Side",
1330
+ "side",
1331
+ "ide",
1332
+ "Developer",
1333
+ "developer",
1334
+ "per",
1335
+ "initiatives",
1336
+ "ves",
1337
+ "experience",
1338
+ "knowledge",
1339
+ "dge",
1340
+ "Endpoint",
1341
+ "endpoint",
1342
+ "int",
1343
+ "Scanning",
1344
+ "scanning",
1345
+ "Tools",
1346
+ "tools",
1347
+ "EDR",
1348
+ "edr",
1349
+ "Platforms",
1350
+ "platforms",
1351
+ "rms",
1352
+ "Software",
1353
+ "software",
1354
+ "Architecture",
1355
+ "architecture",
1356
+ "Metasploit",
1357
+ "metasploit",
1358
+ "oit",
1359
+ "Copywriter",
1360
+ "copywriter",
1361
+ "ter",
1362
+ "Operations",
1363
+ "RMF",
1364
+ "rmf",
1365
+ "Senior",
1366
+ "senior",
1367
+ "ior",
1368
+ "Back",
1369
+ "back",
1370
+ "ack",
1371
+ "End",
1372
+ "end",
1373
+ "position",
1374
+ "years",
1375
+ "ars",
1376
+ "minimum",
1377
+ "mum",
1378
+ "expert",
1379
+ "ert",
1380
+ "Documentation",
1381
+ "documentation",
1382
+ "Wireless",
1383
+ "wireless",
1384
+ "ess",
1385
+ "Seeking",
1386
+ "seeking",
1387
+ "GRC",
1388
+ "grc",
1389
+ "+",
1390
+ "Secure",
1391
+ "secure",
1392
+ "Multi",
1393
+ "multi",
1394
+ "lti",
1395
+ "Party",
1396
+ "party",
1397
+ "rty",
1398
+ "Computation",
1399
+ "computation",
1400
+ "required",
1401
+ "red",
1402
+ "VP",
1403
+ "vp",
1404
+ "Information",
1405
+ "information",
1406
+ "5++",
1407
+ "d++",
1408
+ "Technology",
1409
+ "technology",
1410
+ "ogy",
1411
+ "Strategy",
1412
+ "strategy",
1413
+ "egy",
1414
+ "Unreal",
1415
+ "unreal",
1416
+ "U",
1417
+ "eal",
1418
+ "/",
1419
+ "Hiring",
1420
+ "hiring",
1421
+ "Forensic",
1422
+ "forensic",
1423
+ "sic",
1424
+ "Examiner",
1425
+ "examiner",
1426
+ "ner",
1427
+ "React",
1428
+ "react",
1429
+ "act",
1430
+ "Native",
1431
+ "native",
1432
+ "ive",
1433
+ "worm",
1434
+ "orm",
1435
+ "detection",
1436
+ "FERPA",
1437
+ "ferpa",
1438
+ "RPA",
1439
+ "preferred",
1440
+ "Enterprise",
1441
+ "enterprise",
1442
+ "ise",
1443
+ "Architect",
1444
+ "architect",
1445
+ "ect",
1446
+ "expertise",
1447
+ "Digital",
1448
+ "digital",
1449
+ "tal",
1450
+ "Forensics",
1451
+ "forensics",
1452
+ "ics",
1453
+ "Content",
1454
+ "content",
1455
+ "Management",
1456
+ "management",
1457
+ "Systems",
1458
+ "systems",
1459
+ "ems",
1460
+ "Ghidra",
1461
+ "ghidra",
1462
+ "dra",
1463
+ "Terraform",
1464
+ "terraform",
1465
+ "Network",
1466
+ "network",
1467
+ "botnet",
1468
+ "net",
1469
+ "Service",
1470
+ "service",
1471
+ "Incident",
1472
+ "incident",
1473
+ "Manager",
1474
+ "manager",
1475
+ "ger",
1476
+ "professional",
1477
+ "nal",
1478
+ "implementing",
1479
+ "ELK",
1480
+ "elk",
1481
+ "Stack",
1482
+ "stack",
1483
+ "managing",
1484
+ "Expert",
1485
+ "Testimony",
1486
+ "testimony",
1487
+ "ony",
1488
+ "programs",
1489
+ "ams",
1490
+ "Video",
1491
+ "video",
1492
+ "deo",
1493
+ "Game",
1494
+ "game",
1495
+ "ame",
1496
+ "needed",
1497
+ "ded",
1498
+ "Required",
1499
+ "OSCP",
1500
+ "oscp",
1501
+ "SCP",
1502
+ "Certification",
1503
+ "Risk",
1504
+ "risk",
1505
+ "isk",
1506
+ "Process",
1507
+ "process",
1508
+ "Improvement",
1509
+ "improvement",
1510
+ "SLAM",
1511
+ "slam",
1512
+ "LAM",
1513
+ "Cyberpunk",
1514
+ "cyberpunk",
1515
+ "unk",
1516
+ "Hacker",
1517
+ "hacker",
1518
+ "ker",
1519
+ "Intelligence",
1520
+ "intelligence",
1521
+ "Analysis",
1522
+ "analysis",
1523
+ "sis",
1524
+ "Third",
1525
+ "third",
1526
+ "ird",
1527
+ "System",
1528
+ "system",
1529
+ "tem",
1530
+ "Maintenance",
1531
+ "maintenance",
1532
+ "Holds",
1533
+ "holds",
1534
+ "lds",
1535
+ "ISO",
1536
+ "iso",
1537
+ "31000",
1538
+ "000",
1539
+ "dddd",
1540
+ "Disaster",
1541
+ "disaster",
1542
+ "Recovery",
1543
+ "recovery",
1544
+ "ery",
1545
+ "Identity",
1546
+ "identity",
1547
+ "Lifecycle",
1548
+ "lifecycle",
1549
+ "cle",
1550
+ "Modeling",
1551
+ "modeling",
1552
+ "Patterns",
1553
+ "patterns",
1554
+ "rns",
1555
+ "Ethical",
1556
+ "ethical",
1557
+ "cal",
1558
+ "Culture",
1559
+ "culture",
1560
+ "Sysadmin",
1561
+ "sysadmin",
1562
+ "min",
1563
+ "RESTful",
1564
+ "restful",
1565
+ "ful",
1566
+ "XXXXxxx",
1567
+ "APIs",
1568
+ "apis",
1569
+ "PIs",
1570
+ "XXXx",
1571
+ "Kubernetes",
1572
+ "kubernetes",
1573
+ "tes",
1574
+ "Test",
1575
+ "test",
1576
+ "est",
1577
+ "Automation",
1578
+ "automation",
1579
+ "Pod",
1580
+ "pod",
1581
+ "Differential",
1582
+ "differential",
1583
+ "ial",
1584
+ "AWS",
1585
+ "aws",
1586
+ "Robotic",
1587
+ "robotic",
1588
+ "tic",
1589
+ "Hardware",
1590
+ "hardware",
1591
+ "Monitoring",
1592
+ "monitoring",
1593
+ "Mobile",
1594
+ "mobile",
1595
+ "ile",
1596
+ "Splunk",
1597
+ "splunk",
1598
+ "DevOps",
1599
+ "devops",
1600
+ "Ops",
1601
+ "XxxXxx",
1602
+ "MQTT",
1603
+ "mqtt",
1604
+ "QTT",
1605
+ "skilled",
1606
+ "led",
1607
+ "Cross",
1608
+ "cross",
1609
+ "oss",
1610
+ "Site",
1611
+ "site",
1612
+ "Scripting",
1613
+ "scripting",
1614
+ "prevention",
1615
+ "Deployment",
1616
+ "deployment",
1617
+ "Staff",
1618
+ "staff",
1619
+ "aff",
1620
+ "Development",
1621
+ "development",
1622
+ "PCI",
1623
+ "pci",
1624
+ "DSS",
1625
+ "dss",
1626
+ "Certified",
1627
+ "certified",
1628
+ "ied",
1629
+ "working",
1630
+ "focused",
1631
+ "sed",
1632
+ "on",
1633
+ "Clickjacking",
1634
+ "clickjacking",
1635
+ "Shaders",
1636
+ "shaders",
1637
+ "ers",
1638
+ "trojan",
1639
+ "jan",
1640
+ "CCPA",
1641
+ "ccpa",
1642
+ "CPA",
1643
+ "Business",
1644
+ "business",
1645
+ "Responsive",
1646
+ "responsive",
1647
+ "Design",
1648
+ "design",
1649
+ "ign",
1650
+ "Machine",
1651
+ "machine",
1652
+ "ine",
1653
+ "Learning",
1654
+ "learning",
1655
+ "Product",
1656
+ "product",
1657
+ "uct",
1658
+ "Supply",
1659
+ "supply",
1660
+ "ply",
1661
+ "Chain",
1662
+ "chain",
1663
+ "ain",
1664
+ "hands",
1665
+ "nds",
1666
+ "STIX",
1667
+ "stix",
1668
+ "TIX",
1669
+ "TAXII",
1670
+ "taxii",
1671
+ "XII",
1672
+ "ETL",
1673
+ "etl",
1674
+ "Web",
1675
+ "web",
1676
+ "App",
1677
+ "app",
1678
+ "Admin",
1679
+ "admin",
1680
+ "SOC",
1681
+ "soc",
1682
+ "Attack",
1683
+ "attack",
1684
+ "YARA",
1685
+ "yara",
1686
+ "ARA",
1687
+ "Rules",
1688
+ "rules",
1689
+ "les",
1690
+ "NLP",
1691
+ "nlp",
1692
+ "Full",
1693
+ "full",
1694
+ "ull",
1695
+ "CI",
1696
+ "ci",
1697
+ "cd",
1698
+ "SQL",
1699
+ "sql",
1700
+ "Injection",
1701
+ "injection",
1702
+ "Psychology",
1703
+ "psychology",
1704
+ "adware",
1705
+ "SOX",
1706
+ "sox",
1707
+ "Malware",
1708
+ "Reverse",
1709
+ "reverse",
1710
+ "rse",
1711
+ "Spark",
1712
+ "spark",
1713
+ "Dark",
1714
+ "dark",
1715
+ "Motion",
1716
+ "motion",
1717
+ "Planning",
1718
+ "planning",
1719
+ "FISMA",
1720
+ "fisma",
1721
+ "SMA",
1722
+ "Marketing",
1723
+ "marketing",
1724
+ "GCP",
1725
+ "gcp",
1726
+ "SAML",
1727
+ "saml",
1728
+ "AML",
1729
+ "Mesh",
1730
+ "mesh",
1731
+ "esh",
1732
+ "Engineering",
1733
+ "engineering",
1734
+ "Behavioral",
1735
+ "behavioral",
1736
+ "ral",
1737
+ "SRE",
1738
+ "sre",
1739
+ "BYOD",
1740
+ "byod",
1741
+ "YOD",
1742
+ "GDPR",
1743
+ "gdpr",
1744
+ "DPR",
1745
+ "Database",
1746
+ "database",
1747
+ "ase",
1748
+ "Advanced",
1749
+ "advanced",
1750
+ "Threat",
1751
+ "threat",
1752
+ "eat",
1753
+ "Hunter",
1754
+ "hunter",
1755
+ "Requirements",
1756
+ "requirements",
1757
+ "nts",
1758
+ "Auditing",
1759
+ "auditing",
1760
+ "Change",
1761
+ "change",
1762
+ "nge",
1763
+ "IDS",
1764
+ "ids",
1765
+ "IPS",
1766
+ "ips",
1767
+ "Cyber",
1768
+ "cyber",
1769
+ "ber",
1770
+ "RBAC",
1771
+ "rbac",
1772
+ "BAC",
1773
+ "Protocols",
1774
+ "protocols",
1775
+ "Asset",
1776
+ "asset",
1777
+ "set",
1778
+ "Vendor",
1779
+ "vendor",
1780
+ "dor",
1781
+ "Policy",
1782
+ "policy",
1783
+ "icy",
1784
+ "Application",
1785
+ "application",
1786
+ "Red",
1787
+ "Team",
1788
+ "Anti",
1789
+ "anti",
1790
+ "nti",
1791
+ "Phishing",
1792
+ "phishing",
1793
+ "Optimization",
1794
+ "optimization",
1795
+ "Serving",
1796
+ "serving",
1797
+ "Man",
1798
+ "the",
1799
+ "Middle",
1800
+ "middle",
1801
+ "dle",
1802
+ "Frontend",
1803
+ "frontend",
1804
+ "SABSA",
1805
+ "sabsa",
1806
+ "BSA",
1807
+ "Posture",
1808
+ "posture",
1809
+ "CSRF",
1810
+ "csrf",
1811
+ "SRF",
1812
+ "Version",
1813
+ "version",
1814
+ "Assessment",
1815
+ "assessment",
1816
+ "ops",
1817
+ "Champions",
1818
+ "champions",
1819
+ "Program",
1820
+ "Session",
1821
+ "session",
1822
+ "Hijacking",
1823
+ "hijacking",
1824
+ "SDET",
1825
+ "sdet",
1826
+ "IT",
1827
+ "HTML",
1828
+ "html",
1829
+ "TML",
1830
+ "CSS",
1831
+ "css",
1832
+ "Bash",
1833
+ "bash",
1834
+ "ash",
1835
+ "Detection",
1836
+ "Response",
1837
+ "response",
1838
+ "nse",
1839
+ "Ethics",
1840
+ "ethics",
1841
+ "Solution",
1842
+ "solution",
1843
+ "Frameworks",
1844
+ "frameworks",
1845
+ "rks",
1846
+ "Cryptology",
1847
+ "cryptology",
1848
+ "Consultant",
1849
+ "consultant",
1850
+ "ant",
1851
+ "Manual",
1852
+ "manual",
1853
+ "ual",
1854
+ "Assessor",
1855
+ "assessor",
1856
+ "sor",
1857
+ "Access",
1858
+ "access",
1859
+ "Technical",
1860
+ "technical",
1861
+ "Leadership",
1862
+ "leadership",
1863
+ "hip",
1864
+ "User",
1865
+ "user",
1866
+ "ser",
1867
+ "Activity",
1868
+ "activity",
1869
+ "Log",
1870
+ "log",
1871
+ "Governance",
1872
+ "governance",
1873
+ "VR",
1874
+ "vr",
1875
+ "AR",
1876
+ "ar",
1877
+ "Critical",
1878
+ "critical",
1879
+ "Thinking",
1880
+ "thinking",
1881
+ "Immediate",
1882
+ "immediate",
1883
+ "ate",
1884
+ "opening",
1885
+ "skills",
1886
+ "lls",
1887
+ "Training",
1888
+ "training",
1889
+ "Solutions",
1890
+ "solutions",
1891
+ "TLS",
1892
+ "tls",
1893
+ "SSL",
1894
+ "ssl",
1895
+ "Awareness",
1896
+ "awareness",
1897
+ "Sketch",
1898
+ "sketch",
1899
+ "tch",
1900
+ "rootkit",
1901
+ "kit",
1902
+ "Project",
1903
+ "project",
1904
+ "role",
1905
+ "ole",
1906
+ "available",
1907
+ "ble",
1908
+ "essential",
1909
+ "familiarity",
1910
+ "Antivirus",
1911
+ "antivirus",
1912
+ "rus",
1913
+ "Antimalware",
1914
+ "antimalware",
1915
+ "Support",
1916
+ "support",
1917
+ "ort",
1918
+ "Front",
1919
+ "front",
1920
+ "ont",
1921
+ "3++",
1922
+ "Preserving",
1923
+ "preserving",
1924
+ "Cybersecurity",
1925
+ "cybersecurity",
1926
+ "Creation",
1927
+ "creation",
1928
+ "Hacking",
1929
+ "hacking",
1930
+ "Financial",
1931
+ "financial",
1932
+ "Release",
1933
+ "release",
1934
+ "UEBA",
1935
+ "ueba",
1936
+ "EBA",
1937
+ "APT",
1938
+ "apt",
1939
+ "Assistant",
1940
+ "assistant",
1941
+ "Statistical",
1942
+ "statistical",
1943
+ "Policies",
1944
+ "policies",
1945
+ "ies",
1946
+ "Industrial",
1947
+ "industrial",
1948
+ "IoT",
1949
+ "iot",
1950
+ "XxX",
1951
+ "Ways",
1952
+ "ways",
1953
+ "ays",
1954
+ "PRINCE2",
1955
+ "prince2",
1956
+ "CE2",
1957
+ "XXXXd",
1958
+ "Computer",
1959
+ "computer",
1960
+ "Investigator",
1961
+ "investigator",
1962
+ "Infrastructure",
1963
+ "infrastructure",
1964
+ "Buffer",
1965
+ "buffer",
1966
+ "fer",
1967
+ "Overflow",
1968
+ "overflow",
1969
+ "low",
1970
+ "Interface",
1971
+ "interface",
1972
+ "ace",
1973
+ "Designer",
1974
+ "designer",
1975
+ "Tailwind",
1976
+ "tailwind",
1977
+ "ind",
1978
+ "Defensive",
1979
+ "defensive",
1980
+ "Sandbox",
1981
+ "sandbox",
1982
+ "box",
1983
+ "Regression",
1984
+ "regression",
1985
+ "Researcher",
1986
+ "researcher",
1987
+ "Insurance",
1988
+ "insurance",
1989
+ "Feature",
1990
+ "feature",
1991
+ "Prioritization",
1992
+ "prioritization",
1993
+ "Programs",
1994
+ "Zero",
1995
+ "zero",
1996
+ "Z",
1997
+ "ero",
1998
+ "Trust",
1999
+ "trust",
2000
+ "Networking",
2001
+ "networking",
2002
+ "Autonomous",
2003
+ "autonomous",
2004
+ "ous",
2005
+ "Customer",
2006
+ "customer",
2007
+ "mer",
2008
+ "TOGAF",
2009
+ "togaf",
2010
+ "GAF",
2011
+ "Director",
2012
+ "director",
2013
+ "Vision",
2014
+ "vision",
2015
+ "Remote",
2016
+ "remote",
2017
+ "ote",
2018
+ "Broker",
2019
+ "broker",
2020
+ "Tester",
2021
+ "tester",
2022
+ "Physical",
2023
+ "physical",
2024
+ "XXE",
2025
+ "xxe",
2026
+ "URL",
2027
+ "url",
2028
+ "Cryptographic",
2029
+ "cryptographic",
2030
+ "hic",
2031
+ "spyware",
2032
+ "Grafana",
2033
+ "grafana",
2034
+ "ana",
2035
+ "Replication",
2036
+ "replication",
2037
+ "NIS2",
2038
+ "nis2",
2039
+ "IS2",
2040
+ "XXXd",
2041
+ "CTI",
2042
+ "cti",
2043
+ "Audit",
2044
+ "audit",
2045
+ "dit",
2046
+ "22301",
2047
+ "301",
2048
+ "Department",
2049
+ "department",
2050
+ "Packet",
2051
+ "packet",
2052
+ "ket",
2053
+ "Runtime",
2054
+ "runtime",
2055
+ "ime",
2056
+ "Defense",
2057
+ "defense",
2058
+ "Emergency",
2059
+ "emergency",
2060
+ "ncy",
2061
+ "Memory",
2062
+ "memory",
2063
+ "ory",
2064
+ "Evaluation",
2065
+ "evaluation",
2066
+ "QA",
2067
+ "qa",
2068
+ "Command",
2069
+ "command",
2070
+ "Stakeholder",
2071
+ "stakeholder",
2072
+ "der",
2073
+ "Versioning",
2074
+ "versioning",
2075
+ "COPPA",
2076
+ "coppa",
2077
+ "PPA",
2078
+ "Insider",
2079
+ "insider",
2080
+ "Mathematics",
2081
+ "mathematics",
2082
+ "Build",
2083
+ "build",
2084
+ "ild",
2085
+ "Windows",
2086
+ "windows",
2087
+ "ows",
2088
+ "Mac",
2089
+ "mac",
2090
+ "Analytics",
2091
+ "analytics",
2092
+ "Container",
2093
+ "container",
2094
+ "Regulation",
2095
+ "regulation",
2096
+ "Wireframing",
2097
+ "wireframing",
2098
+ "Social",
2099
+ "social",
2100
+ "Media",
2101
+ "media",
2102
+ "dia",
2103
+ "Relations",
2104
+ "relations",
2105
+ "Message",
2106
+ "message",
2107
+ "Queues",
2108
+ "queues",
2109
+ "ues",
2110
+ "CCTV",
2111
+ "cctv",
2112
+ "CTV",
2113
+ "OSINT",
2114
+ "osint",
2115
+ "INT",
2116
+ "IOC",
2117
+ "ioc",
2118
+ "DevSecOps",
2119
+ "devsecops",
2120
+ "XxxXxxXxx",
2121
+ "Code",
2122
+ "code",
2123
+ "ode",
2124
+ "Reviewer",
2125
+ "reviewer",
2126
+ "wer",
2127
+ "Email",
2128
+ "email",
2129
+ "ail",
2130
+ "PM",
2131
+ "Gateway",
2132
+ "gateway",
2133
+ "way",
2134
+ "BDD",
2135
+ "bdd",
2136
+ "TDD",
2137
+ "tdd",
2138
+ "Vulnerability",
2139
+ "vulnerability",
2140
+ "Pipelines",
2141
+ "pipelines",
2142
+ "nes",
2143
+ "Android",
2144
+ "android",
2145
+ "oid",
2146
+ "Quantitative",
2147
+ "quantitative",
2148
+ "Kinematics",
2149
+ "kinematics",
2150
+ "10++",
2151
+ "0++",
2152
+ "dd++",
2153
+ "Evidence",
2154
+ "evidence",
2155
+ "Collection",
2156
+ "collection",
2157
+ "HIPAA",
2158
+ "hipaa",
2159
+ "PAA",
2160
+ "Coordination",
2161
+ "coordination",
2162
+ "Ticketing",
2163
+ "ticketing",
2164
+ "Chief",
2165
+ "chief",
2166
+ "ief",
2167
+ "PowerShell",
2168
+ "powershell",
2169
+ "ell",
2170
+ "SPF",
2171
+ "spf",
2172
+ "DKIM",
2173
+ "dkim",
2174
+ "KIM",
2175
+ "DMARC",
2176
+ "dmarc",
2177
+ "ARC",
2178
+ "ITIL",
2179
+ "itil",
2180
+ "TIL",
2181
+ "Front\u2011End",
2182
+ "front\u2011end",
2183
+ "Xxxxx\u2011Xxx",
2184
+ "Blog",
2185
+ "blog",
2186
+ "Writing",
2187
+ "writing",
2188
+ "Unity",
2189
+ "unity",
2190
+ "Transparency",
2191
+ "transparency",
2192
+ "OPA",
2193
+ "opa",
2194
+ "Aqua",
2195
+ "aqua",
2196
+ "qua",
2197
+ "Password",
2198
+ "password",
2199
+ "ord",
2200
+ "Spraying",
2201
+ "spraying",
2202
+ "Operator",
2203
+ "operator",
2204
+ "Adversary",
2205
+ "adversary",
2206
+ "ary",
2207
+ "Emulation",
2208
+ "emulation",
2209
+ "Offline",
2210
+ "offline",
2211
+ "Storage",
2212
+ "storage",
2213
+ "PMP",
2214
+ "pmp",
2215
+ "Firmware",
2216
+ "firmware",
2217
+ "ROS",
2218
+ "ros",
2219
+ "LDAP",
2220
+ "ldap",
2221
+ "DAP",
2222
+ "Secret",
2223
+ "secret",
2224
+ "ret",
2225
+ "Investigations",
2226
+ "investigations",
2227
+ "Microsoft",
2228
+ "microsoft",
2229
+ "oft",
2230
+ "Defender",
2231
+ "defender",
2232
+ "Hardening",
2233
+ "hardening",
2234
+ "Agile",
2235
+ "agile",
2236
+ "Standards",
2237
+ "standards",
2238
+ "rds",
2239
+ "Creative",
2240
+ "creative",
2241
+ "Strategist",
2242
+ "strategist",
2243
+ "DNS",
2244
+ "dns",
2245
+ "DHCP",
2246
+ "dhcp",
2247
+ "HCP",
2248
+ "Reinforcement",
2249
+ "reinforcement",
2250
+ "Cryptography",
2251
+ "cryptography",
2252
+ "phy",
2253
+ "Issue",
2254
+ "issue",
2255
+ "sue",
2256
+ "Resolution",
2257
+ "resolution",
2258
+ "Major",
2259
+ "major",
2260
+ "jor",
2261
+ "Traffic",
2262
+ "traffic",
2263
+ "fic",
2264
+ "PKI",
2265
+ "pki",
2266
+ "Coverage",
2267
+ "coverage",
2268
+ "Python",
2269
+ "python",
2270
+ "hon",
2271
+ "Metrics",
2272
+ "metrics",
2273
+ "UX",
2274
+ "ux",
2275
+ "Sensor",
2276
+ "sensor",
2277
+ "Fusion",
2278
+ "fusion",
2279
+ "Mentoring",
2280
+ "mentoring",
2281
+ "Sass",
2282
+ "sass",
2283
+ "ass",
2284
+ "SCSS",
2285
+ "scss",
2286
+ "Administrator",
2287
+ "administrator",
2288
+ "DDoS",
2289
+ "ddos",
2290
+ "DoS",
2291
+ "XXxX",
2292
+ "Synchronization",
2293
+ "synchronization",
2294
+ "Kotlin",
2295
+ "kotlin",
2296
+ "lin",
2297
+ "Active",
2298
+ "active",
2299
+ "Directory",
2300
+ "directory",
2301
+ "Building",
2302
+ "building",
2303
+ "Playbook",
2304
+ "playbook",
2305
+ "ook",
2306
+ "Navigation",
2307
+ "navigation",
2308
+ "DORA",
2309
+ "dora",
2310
+ "ORA",
2311
+ "Crisis",
2312
+ "crisis",
2313
+ "Contract",
2314
+ "contract",
2315
+ "Negotiation",
2316
+ "negotiation",
2317
+ "Vishing",
2318
+ "vishing",
2319
+ "Registry",
2320
+ "registry",
2321
+ "try",
2322
+ "Adult",
2323
+ "adult",
2324
+ "ult",
2325
+ "Principles",
2326
+ "principles",
2327
+ "Continuity",
2328
+ "continuity",
2329
+ "Physics",
2330
+ "physics",
2331
+ "Engines",
2332
+ "engines",
2333
+ "Neural",
2334
+ "neural",
2335
+ "Architectures",
2336
+ "architectures",
2337
+ "res",
2338
+ "Case",
2339
+ "Robotics",
2340
+ "robotics",
2341
+ "Publication",
2342
+ "publication",
2343
+ "Experience",
2344
+ "Boot",
2345
+ "boot",
2346
+ "oot",
2347
+ "UI",
2348
+ "ui",
2349
+ "VLAN",
2350
+ "vlan",
2351
+ "LAN",
2352
+ "Configuration",
2353
+ "configuration",
2354
+ "Impact",
2355
+ "impact",
2356
+ "OpenSSL",
2357
+ "openssl",
2358
+ "XxxxXXX",
2359
+ "Refactoring",
2360
+ "refactoring",
2361
+ "Penetration",
2362
+ "penetration",
2363
+ "Federated",
2364
+ "federated",
2365
+ "Debugging",
2366
+ "debugging",
2367
+ "Storytelling",
2368
+ "storytelling",
2369
+ "Installation",
2370
+ "installation",
2371
+ "SLA",
2372
+ "sla",
2373
+ "Cryptographer",
2374
+ "cryptographer",
2375
+ "Anonymization",
2376
+ "anonymization",
2377
+ "Encryption",
2378
+ "encryption",
2379
+ "Fullstack",
2380
+ "fullstack",
2381
+ "Literature",
2382
+ "literature",
2383
+ "Review",
2384
+ "review",
2385
+ "iew",
2386
+ "Safety",
2387
+ "safety",
2388
+ "ety",
2389
+ "Orchestration",
2390
+ "orchestration",
2391
+ "Perimeter",
2392
+ "perimeter",
2393
+ "FPGA",
2394
+ "fpga",
2395
+ "PGA",
2396
+ "Federation",
2397
+ "federation",
2398
+ "Applied",
2399
+ "applied",
2400
+ "Multi\u2011Cloud",
2401
+ "multi\u2011cloud",
2402
+ "Xxxxx\u2011Xxxxx",
2403
+ "Embedded",
2404
+ "embedded",
2405
+ "Market",
2406
+ "market",
2407
+ "Trends",
2408
+ "trends",
2409
+ "Day",
2410
+ "day",
2411
+ "XSS",
2412
+ "xss",
2413
+ "GLBA",
2414
+ "glba",
2415
+ "LBA",
2416
+ "RPO",
2417
+ "rpo",
2418
+ "RTO",
2419
+ "rto",
2420
+ "Waterfall",
2421
+ "waterfall",
2422
+ "Credential",
2423
+ "credential",
2424
+ "Stuffing",
2425
+ "stuffing",
2426
+ "Copy",
2427
+ "copy",
2428
+ "opy",
2429
+ "Education",
2430
+ "education",
2431
+ "Desk",
2432
+ "desk",
2433
+ "esk",
2434
+ "Scrum",
2435
+ "scrum",
2436
+ "rum",
2437
+ "Writer",
2438
+ "writer",
2439
+ "Head",
2440
+ "head",
2441
+ "Execution",
2442
+ "execution",
2443
+ "Post",
2444
+ "post",
2445
+ "ost",
2446
+ "Quantum",
2447
+ "quantum",
2448
+ "tum",
2449
+ "FTK",
2450
+ "ftk",
2451
+ "SSRF",
2452
+ "ssrf",
2453
+ "Knowledge",
2454
+ "Proofs",
2455
+ "proofs",
2456
+ "ofs",
2457
+ "Indicators",
2458
+ "indicators",
2459
+ "ors",
2460
+ "Compromise",
2461
+ "compromise",
2462
+ "Segmentation",
2463
+ "segmentation",
2464
+ "Style",
2465
+ "style",
2466
+ "yle",
2467
+ "Guides",
2468
+ "guides",
2469
+ "des",
2470
+ "Graphics",
2471
+ "graphics",
2472
+ "Networks",
2473
+ "networks",
2474
+ "Editing",
2475
+ "editing",
2476
+ "Communication",
2477
+ "communication",
2478
+ "Facility",
2479
+ "facility",
2480
+ "Minimization",
2481
+ "minimization",
2482
+ "Quantification",
2483
+ "quantification",
2484
+ "Migration",
2485
+ "migration",
2486
+ "Skills",
2487
+ "AppSec",
2488
+ "appsec",
2489
+ "Sec",
2490
+ "Consent",
2491
+ "consent",
2492
+ "HR",
2493
+ "hr",
2494
+ "Collaboration",
2495
+ "collaboration",
2496
+ "Backend",
2497
+ "backend",
2498
+ "DBA",
2499
+ "dba",
2500
+ "Key",
2501
+ "key",
2502
+ "MLOps",
2503
+ "mlops",
2504
+ "XXXxx",
2505
+ "Simulation",
2506
+ "simulation",
2507
+ "Pretexting",
2508
+ "pretexting",
2509
+ "Switching",
2510
+ "switching",
2511
+ "Principal",
2512
+ "principal",
2513
+ "pal",
2514
+ "Push",
2515
+ "push",
2516
+ "ush",
2517
+ "Notifications",
2518
+ "notifications",
2519
+ "High",
2520
+ "high",
2521
+ "igh",
2522
+ "Availability",
2523
+ "availability",
2524
+ "iOS",
2525
+ "ios",
2526
+ "Leakage",
2527
+ "leakage",
2528
+ "Prevention",
2529
+ "Fast",
2530
+ "fast",
2531
+ "ast",
2532
+ "Comebacks",
2533
+ "comebacks",
2534
+ "VPN",
2535
+ "vpn",
2536
+ "Reporting",
2537
+ "reporting",
2538
+ "Legal",
2539
+ "legal",
2540
+ "gal",
2541
+ "Troubleshooting",
2542
+ "troubleshooting",
2543
+ "27001",
2544
+ "001",
2545
+ "Engagement",
2546
+ "engagement",
2547
+ "GraphQL",
2548
+ "graphql",
2549
+ "hQL",
2550
+ "XxxxxXX",
2551
+ "Big",
2552
+ "big",
2553
+ "Brute",
2554
+ "brute",
2555
+ "ute",
2556
+ "Force",
2557
+ "force",
2558
+ "rce",
2559
+ "RTOS",
2560
+ "rtos",
2561
+ "TOS",
2562
+ "Firewall",
2563
+ "firewall",
2564
+ "Protection",
2565
+ "protection",
2566
+ "Coordinator",
2567
+ "coordinator",
2568
+ "Patch",
2569
+ "patch",
2570
+ "Warehousing",
2571
+ "warehousing",
2572
+ "by",
2573
+ "Teaming",
2574
+ "teaming",
2575
+ "Systematic",
2576
+ "systematic",
2577
+ "DB",
2578
+ "db",
2579
+ "Regulatory",
2580
+ "regulatory",
2581
+ "Hybrid",
2582
+ "hybrid",
2583
+ "rid",
2584
+ "Pipeline",
2585
+ "pipeline",
2586
+ "JIRA",
2587
+ "jira",
2588
+ "IRA",
2589
+ "Palo",
2590
+ "palo",
2591
+ "alo",
2592
+ "Alto",
2593
+ "alto",
2594
+ "lto",
2595
+ "Budgeting",
2596
+ "budgeting",
2597
+ "Programmer",
2598
+ "programmer",
2599
+ "Edge",
2600
+ "edge",
2601
+ "Computing",
2602
+ "computing",
2603
+ "Claims",
2604
+ "claims",
2605
+ "ims",
2606
+ "Authentication",
2607
+ "authentication",
2608
+ "Blue",
2609
+ "blue",
2610
+ "lue",
2611
+ "InfoSec",
2612
+ "infosec",
2613
+ "XxxxXxx",
2614
+ "Zigbee",
2615
+ "zigbee",
2616
+ "bee",
2617
+ "Backup",
2618
+ "backup",
2619
+ "kup",
2620
+ "ServiceNow",
2621
+ "servicenow",
2622
+ "Now",
2623
+ "XxxxxXxx",
2624
+ "Docker",
2625
+ "docker",
2626
+ "Hadoop",
2627
+ "hadoop",
2628
+ "oop",
2629
+ "Connectivity",
2630
+ "connectivity",
2631
+ "Load",
2632
+ "load",
2633
+ "oad",
2634
+ "Balancing",
2635
+ "balancing",
2636
+ "Full\u2011Stack",
2637
+ "full\u2011stack",
2638
+ "Xxxx\u2011Xxxxx",
2639
+ "CVSS",
2640
+ "cvss",
2641
+ "VSS",
2642
+ "Scoring",
2643
+ "scoring",
2644
+ "Trainer",
2645
+ "trainer",
2646
+ "Best",
2647
+ "best",
2648
+ "Practices",
2649
+ "practices",
2650
+ "ces",
2651
+ "Root",
2652
+ "Elliptic",
2653
+ "elliptic",
2654
+ "Curve",
2655
+ "curve",
2656
+ "rve",
2657
+ "Kill",
2658
+ "kill",
2659
+ "ill",
2660
+ "Bias",
2661
+ "bias",
2662
+ "ias",
2663
+ "SEO",
2664
+ "seo",
2665
+ "Sprint",
2666
+ "sprint",
2667
+ "ITSM",
2668
+ "itsm",
2669
+ "TSM",
2670
+ "Modules",
2671
+ "modules",
2672
+ "Path",
2673
+ "path",
2674
+ "ath",
2675
+ "Traversal",
2676
+ "traversal",
2677
+ "sal",
2678
+ "Serverless",
2679
+ "serverless",
2680
+ "SDLC",
2681
+ "sdlc",
2682
+ "DLC",
2683
+ "Explainable",
2684
+ "explainable",
2685
+ "SAST",
2686
+ "sast",
2687
+ "AST",
2688
+ "DAST",
2689
+ "dast",
2690
+ "Figma",
2691
+ "figma",
2692
+ "gma",
2693
+ "MITRE",
2694
+ "mitre",
2695
+ "TRE",
2696
+ "ATT&CK",
2697
+ "att&ck",
2698
+ "&CK",
2699
+ "XXX&XX",
2700
+ "Responsible",
2701
+ "responsible",
2702
+ "Gantt",
2703
+ "gantt",
2704
+ "ntt",
2705
+ "Charts",
2706
+ "charts",
2707
+ "rts",
2708
+ "MLflow",
2709
+ "mlflow",
2710
+ "Hyperparameter",
2711
+ "hyperparameter",
2712
+ "Containerization",
2713
+ "containerization",
2714
+ "Static",
2715
+ "static",
2716
+ "Subnetting",
2717
+ "subnetting",
2718
+ "Bug",
2719
+ "bug",
2720
+ "Bounty",
2721
+ "bounty",
2722
+ "nty",
2723
+ "Basics",
2724
+ "basics",
2725
+ "War",
2726
+ "war",
2727
+ "Room",
2728
+ "room",
2729
+ "oom",
2730
+ "IDA",
2731
+ "ida",
2732
+ "Pro",
2733
+ "pro",
2734
+ "Behavior",
2735
+ "behavior",
2736
+ "Strategic",
2737
+ "strategic",
2738
+ "gic",
2739
+ "Surveillance",
2740
+ "surveillance",
2741
+ "CSPM",
2742
+ "cspm",
2743
+ "SPM",
2744
+ "Pen",
2745
+ "pen",
2746
+ "Brand",
2747
+ "brand",
2748
+ "CVE",
2749
+ "cve",
2750
+ "Platform",
2751
+ "platform",
2752
+ "Classification",
2753
+ "classification",
2754
+ "Privileged",
2755
+ "privileged",
2756
+ "ged",
2757
+ "Tableau",
2758
+ "tableau",
2759
+ "eau",
2760
+ "Base",
2761
+ "base",
2762
+ "Procurement",
2763
+ "procurement",
2764
+ "Cryptanalysis",
2765
+ "cryptanalysis",
2766
+ "Actor",
2767
+ "actor",
2768
+ "Budget",
2769
+ "budget",
2770
+ "Libraries",
2771
+ "libraries",
2772
+ "Adobe",
2773
+ "adobe",
2774
+ "obe",
2775
+ "Privilege",
2776
+ "privilege",
2777
+ "ege",
2778
+ "Escalation",
2779
+ "escalation",
2780
+ "Distributed",
2781
+ "distributed",
2782
+ "Gamification",
2783
+ "gamification",
2784
+ "Tech",
2785
+ "tech",
2786
+ "ech",
2787
+ "24/7",
2788
+ "4/7",
2789
+ "dd/d",
2790
+ "M&A",
2791
+ "m&a",
2792
+ "X&X",
2793
+ "Due",
2794
+ "due",
2795
+ "Diligence",
2796
+ "diligence",
2797
+ "OTA",
2798
+ "ota",
2799
+ "Updates",
2800
+ "updates",
2801
+ "Assembly",
2802
+ "assembly",
2803
+ "bly",
2804
+ "Language",
2805
+ "language",
2806
+ "Programming",
2807
+ "programming",
2808
+ "x86",
2809
+ "x64",
2810
+ "Firewalls",
2811
+ "firewalls",
2812
+ "VMware",
2813
+ "vmware",
2814
+ "Transfer",
2815
+ "transfer",
2816
+ "Intel",
2817
+ "intel",
2818
+ "tel",
2819
+ "Remediation",
2820
+ "remediation",
2821
+ "MS",
2822
+ "ms",
2823
+ "Delivery",
2824
+ "delivery",
2825
+ "OpenVAS",
2826
+ "openvas",
2827
+ "VAS",
2828
+ "Prometheus",
2829
+ "prometheus",
2830
+ "eus",
2831
+ "Mining",
2832
+ "mining",
2833
+ "Procedures",
2834
+ "procedures",
2835
+ "Deep",
2836
+ "deep",
2837
+ "eep",
2838
+ "Offensive",
2839
+ "offensive",
2840
+ "Simulations",
2841
+ "simulations",
2842
+ "Help",
2843
+ "help",
2844
+ "elp",
2845
+ "Technician",
2846
+ "technician",
2847
+ "ian",
2848
+ "EnCase",
2849
+ "encase",
2850
+ "XxXxxx",
2851
+ "Flutter",
2852
+ "flutter",
2853
+ "Ethicist",
2854
+ "ethicist",
2855
+ "Routing",
2856
+ "routing",
2857
+ "Creator",
2858
+ "creator",
2859
+ "Accessibility",
2860
+ "accessibility",
2861
+ "Visualization",
2862
+ "visualization",
2863
+ "Tracking",
2864
+ "tracking",
2865
+ "Cost",
2866
+ "cost",
2867
+ "BCP",
2868
+ "bcp",
2869
+ "DR",
2870
+ "dr",
2871
+ "Linux",
2872
+ "linux",
2873
+ "nux",
2874
+ "DPO",
2875
+ "dpo",
2876
+ "Multiplayer",
2877
+ "multiplayer",
2878
+ "yer",
2879
+ "Middleware",
2880
+ "middleware",
2881
+ "Curriculum",
2882
+ "curriculum",
2883
+ "lum",
2884
+ "Angular",
2885
+ "angular",
2886
+ "lar",
2887
+ "Scheduling",
2888
+ "scheduling",
2889
+ "Methodologies",
2890
+ "methodologies",
2891
+ "Back\u2011End",
2892
+ "back\u2011end",
2893
+ "Xxxx\u2011Xxx",
2894
+ "Tabletop",
2895
+ "tabletop",
2896
+ "Exercises",
2897
+ "exercises",
2898
+ "ses",
2899
+ "Qualys",
2900
+ "qualys",
2901
+ "lys",
2902
+ "Swift",
2903
+ "swift",
2904
+ "ift",
2905
+ "Intrusion",
2906
+ "intrusion",
2907
+ "Role",
2908
+ "Based",
2909
+ "based",
2910
+ "Exploit",
2911
+ "exploit",
2912
+ "Report",
2913
+ "report",
2914
+ "Kubeflow",
2915
+ "kubeflow",
2916
+ "Science",
2917
+ "science",
2918
+ "Audience",
2919
+ "audience",
2920
+ "Lakes",
2921
+ "lakes",
2922
+ "kes",
2923
+ "3D",
2924
+ "3d",
2925
+ "Enhancing",
2926
+ "enhancing",
2927
+ "Technologies",
2928
+ "technologies",
2929
+ "Qualitative",
2930
+ "qualitative",
2931
+ "SoC",
2932
+ "Mechanics",
2933
+ "mechanics",
2934
+ "Fortinet",
2935
+ "fortinet",
2936
+ "CSO",
2937
+ "cso",
2938
+ "Query",
2939
+ "query",
2940
+ "Falco",
2941
+ "falco",
2942
+ "lco",
2943
+ "Alert",
2944
+ "alert",
2945
+ "Triage",
2946
+ "triage",
2947
+ "Transformers",
2948
+ "transformers",
2949
+ "Continuous",
2950
+ "continuous",
2951
+ "Usability",
2952
+ "usability",
2953
+ "Coding",
2954
+ "coding",
2955
+ "IaC",
2956
+ "iac"
2957
+ ]
vocab/vectors ADDED
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