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AI & DATAAI Language Model Specialized in Darkweb (DarkBERT)We’re excited to talk about our paper DarkBERT: A Language Model for the Dark Side of the Internet, which was accepted into ACL 2023. Developed by the S2W AI Team in collaboration with KAIST DarkBERT is the latest addition to S2W’s dark web research.2023.05.23

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The Intelligence Library

Research, analysis, and expert insights shaping the future of intelligence

Threat & RiskState-Sponsored APT Threat Landscape in H1 2026Explore North Korea, China, and Russia's H1 2026 APT threat trends. 2026.08.12
Threat & Risk2025 H2 Ransomware Trends ReportS2W Threat Intelligence Center, TALON, has published a detailed analysis report on ransomware group activity in the second half of 2025.2026.03.11
Threat & Risk2025 Threat Landscape ReportS2W Threat Intelligence Center (TALON) Released the 2025 Threat Landscape Report2025.12.31
Threat & Risk2025 H1 Ransomware Trends ReportS2W’s Threat Intelligence Center, TALON, has published a detailed analysis report on ransomware group activity in the first half of 2025.2025.08.12
Threat & Risk2024 H2 Ransomware Trends ReportS2W’s Threat Intelligence Center, TALON, has published a detailed analysis report on ransomware group activity in the second half of 2024.2025.04.08
Threat & Risk2024 H1 Ransomware Trends ReportS2W's Threat Analysis Center (TALON) has released a detailed analysis report on Ransomware Groups for the first half of 2024. 2024.10.15
AI & DATAAI Language Model Specialized in Cybersecurity (CyBERTuned)Here is 'CyBERTuned,' presented by S2W at the world’s top-tier AI conference.2024.06.20
Threat & Risk2023 H2 Ransomware Trends ReportS2W Threat Intelligence Center (Talon) produces semi-annual analysis reports focusing on ransomware trends and key issues.2024.02.21
Threat & Risk2023 H1 Ransomware Trends ReportS2W's Threat Analysis Center (TALON) has published a special report on Ransomware Trends and Key Issues for the first half of 2023. Part 1: Statistics and data analysis on companies affected by ransomware. Part 2: Classification of ransomware groups and key issues. 2023.08.18
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Blogs

The Intelligence Perspective

New perspectives and expert insights on AI, data intelligence, and cybersecurity.

Cyber Threat IntelligenceInside the Ecosystem & Operations: LockBit 5.0 Ransomware GroupExplore LockBit 5.0's ransomware ecosystem, victims, and binary analysis.2026.08.18
Weekly IntelligenceWeekly Darkweb: August 2026, Week 2We bring you the Weekly Darkweb for August 2026, Week 2.2026.08.14
Weekly IntelligenceWeekly Darkweb: August 2026, Week 1We bring you the Weekly Darkweb for August 2026, Week 1.2026.08.06
Weekly IntelligenceWeekly Darkweb: July 2026, Week 4We bring you the Weekly Darkweb for July 2026, Week 4.2026.07.30
Cyber Threat IntelligenceThreat Actor Profiling: Moneyistime (a.k.a. @69.pdf)Explore Moneyistime's dark web attacks and BEAST ties.2026.07.29
Weekly IntelligenceWeekly Darkweb: July 2026, Week 3We bring you the Weekly Darkweb for July 2026, Week 3.2026.07.23
Cyber Threat IntelligenceQuick Overview of the Chinese Darkweb Market CABYCHow CABYC, a Chinese darkweb market trades and targets Korea.2026.07.22
Weekly IntelligenceWeekly Darkweb: July 2026, Week 2We bring you the Weekly Darkweb for July 2026, Week 2.2026.07.16
Cyber Threat IntelligenceBirdCall: ScarCruft Malware Masquerading as Zangi MessengerS2W recently identified and analyzed additional samples of the 'BirdCall' malicious app developed by the North Korea-backed ScarCruft group, also known as APT 37. ESET had previously disclosed that BirdCall targeted China's Yabian region and specific groups.2026.07.14
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