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Lessons from Building Agentic Binary Analysis, Part 1: LLMs Skim, They Don't Explore. drbinary.ai/blog/dr-binary-b…

ry.ai is handy. Any packer/obfuscation in this sampled

roid malware is brutal: you often need to compare system/vendor partitions across builds and diff init rc / priv-app / sepolicy changes. For fast buildCVE exposure binary triage, drbinary.ai

AgreeGhidra BN cover a lot. For kernel symbols, pairing kallsyms/System.map or PDB equivalents with function-ID heuristics helps. For quick multi-arch kernel/firmware triage before deep RE, drbinary.ai can speed decomp symbol recovery.

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🚨 CISO Threat Brief - Oct 29, 2025 CRITICAL: WSUS Exploitation Surge Record DDoS 🔴 CISA WSUS UPDATE (Oct 29): • CVE-2025-59287: Enhanced threat detection guidance • Exploitation SURGING via proxy networks • Harvesting credentials network configs • Public PoC exploits widely available • Fed deadline: Nov 14 💥 RECORD DDoS ATTACK: • Aisuru botnet: 29.6 Tbps (Oct 6, 2025) • Largest DDoS attack ever recorded • 3x bigger than typical major attacks • Review your DDoS protection NOW 🦠 Herodotus Android Trojan (NEW): • Banking trojan targeting Italy/Brazil • Biometric bypass via human behavior mimicry • Device takeover capabilities • Update mobile security immediately 🔌 Svenska kraftnät BREACH: • Sweden's national power grid operator • Everest ransomware claimed responsibility • File transfer systems compromised • Critical infrastructure at nation-state level 💀 10 Ransomware Victims (Oct 29): • Akira: 6 victims (AWB Law, BK Tech, Boyer Co. ) • Rhysida: Bellflower USD • Play, STORMOUS, INC_RANSOM, BlackShrantac active 🤖 Botnet Campaigns: • Mirai/Gafgyt/Mozi targeting PHP/IoT/cloud gateways • Automated attacks on web servers • Patch secure IoT devices NOW 📊 2025 Stats: • 23,667 CVEs in H1 ( 16% YoY) • 5,010 ransomware attacks YTD ( 50%) • 131 CVEs/day average ACTION: 🚨 Verify ALL WSUS patches ⚡ Implement CISA detections (Oct 29) 🔍 Hunt credential theft in WSUS logs 💥 Review DDoS capacity (30 Tbps capable?) 📱 Update Android/mobile security #CyberSecurity #ThreatIntel #WSUS #DDoS #CriticalInfrastructure #CISO

🚨 CISO Threat Brief - Oct 27, 2025 CRITICAL: ChatGPT Atlas RCE Aviation Breaches 🔴 ChatGPT Atlas Browser RCE: • Memory injection arbitrary code execution • Disable immediately until patched • Review all AI tool deployments ✈️ Everest Ransomware Claims: • Dublin Airport: 1.5M passenger records • Air Arabia: 18K employee records • Aviation sector under siege 📱 Android.Backdoor.Baohuo: • Spreading via fake "Telegram X" apps • Full account takeover capability • Issue user alert immediately 🤖 CoPhish Attack: • Abusing Microsoft Copilot Studio • AI-powered phishing via fake chatbots • Review Copilot deployments 📊 2025 Ransomware Surge: • 5,010 attacks YTD ( 50% vs 2024) • 201 victims/week (33 active groups) • Change Healthcare: 190M records (largest ever) 🌐 Other Threats: • CVE-2025-59287: WSUS still exploited (new patch Oct 27) • APT36 (Transparent Tribe): DeskRAT targeting India gov • Russia DDoS: Food logistics nationwide disruption ACTION: 🚨 Disable ChatGPT Atlas ⚡ Verify WSUS latest patch 📱 Alert: Block fake Telegram apps 🤖 Review Copilot Studio usage #CyberSecurity #ThreatIntel #Ransomware #AI #CISO

🚨 CISO Threat Brief - Oct 26, 2025 CRITICAL: 3x CVSS 10.0 Vulns F5 Nation-State Breach 🔴 CVSS 10.0 EXPLOITED: • AutomationDirect PLC: Unauthenticated takeover • CVE-2025-54253: Adobe AEM RCE (active exploit) • CVE-2025-43995: Dell Storage API bypass (CVSS 9.8) 🔴 F5 SUPPLY CHAIN BREACH: • Nation-state actor: Long-term access to BIG-IP dev environment • CISA ED 26-01: Emergency Directive issued • Source code engineering docs exfiltrated • ALL F5 customers at risk ✈️ Dublin Airport Breach: • 3.8M passengers (August 2025 travel) • Full PII exposure 🦹 Warlock Ransomware: • Exploiting SharePoint ToolShell zero-day • Enterprise SharePoint at risk 🚗 Jaguar Land Rover Attack: • UK car production → 73-year low • OT/manufacturing impact 🔐 HashiCorp Vault: • AWS auth bypass patched (Oct 27) • Update immediately ACTION: 🚨 Comply CISA ED 26-01 (F5 devices) 🚨 Isolate AutomationDirect PLCs 🚨 Patch Adobe AEM (active exploit) 🚨 Update Dell Storage Manager ⚡ Hunt F5 compromise IOCs #CyberSecurity #ThreatIntel #F5 #CISO #SupplyChain #CVSS10

🚨 CISO Threat Brief - Oct 25, 2025 CRITICAL: Sudo & ICS Under Attack 🔴 CVE-2025-32463 - Sudo RCE: • Actively exploited → CISA KEV • Unix/Linux root access via -R chroot • Patch ALL nix systems immediately 🔴 18 ICS Advisories (Oct 21-23): • AutomationDirect, Siemens S7-1200, Rockwell • Schneider Electric, Hitachi Energy • Critical infrastructure at risk 📧 Email Malware Surge: • 39.5% QoQ increase • ICS calendar files = NEW attack vector • AI-powered phishing = 80% of social engineering 🌐 Salt Typhoon (China APT): • Telecom infrastructure infiltration • Wide-reaching espionage campaign • Ongoing threat 💰 Ransomware Economics: • 24% orgs hit in 2025 (↑ from 18.6%) • 63% refuse to pay ransom • Scattered Spider leaked 5.7M Qantas records ACTION: 🚨 Patch sudo (CVE-2025-32463) 🏭 Review 18 ICS advisories 📧 Filter ICS calendar files 🔍 Hunt Salt Typhoon IOCs #CyberSecurity #ICS #ThreatIntel #CISO #Sudo

🚨 CISO Threat Brief - Oct 24, 2025 CRITICAL: WSUS Under Active Attack 🔴 CVE-2025-59287 (CVSS 9.8): • Microsoft WSUS RCE actively exploited (NCSC confirmed) • Out-of-band patch released TODAY • Unauthenticated RCE w/ SYSTEM privileges • Affects Server 2012-2025 🔴 CISA KEV (Due Nov 14): • CVE-2025-59287: WSUS deserialization • CVE-2025-54236: Adobe Commerce/Magento 🔴 Ransomware Wave (12 victims): • CL0P: 5 orgs (LKQ, CSC Global, HRSD ) • Qilin: 4 orgs (ClearCare, IREM ) • TENGU, Kryptos, ANUBIS, RansomHouse active 📊 Qilin = 2025 Leader: 701 attacks | 116TB stolen | Surged post-RansomHub shutdown ⚠️ AI Threat: OpenAI Atlas/Perplexity Comet sidebar spoofing ACTION: 🚨 Patch WSUS NOW (out-of-band) 🔍 Hunt WSUS exploitation IOCs ⚡ Isolate unpatched servers #CyberSecurity #ThreatIntel #WSUS #Ransomware #CISO

🚨 CISO Threat Brief - Oct 23, 2025 ⚠️ DEADLINE TODAY: CISA KEV Oct 23 remediation due Validate patching: CVE-2025-4008 (Meteobridge, CVSS 10.0) CRITICAL ALERTS: 🔴 New CISA KEV (Due Nov 14): • CVE-2025-59287: WSUS RCE (CVSS 9.8) - deserialization flaw • CVE-2025-54236: Adobe Commerce/Magento input validation 🔴 Ransomware Surge: 14 breaches discovered TODAY • Qilin: 8 victims (Integral Networks, KHL Print, Magna Hospitality ) • Medusa: 6 victims (Adore, Alissa Group, CEF Farma ) 📊 Threat Landscape: • 4,701 ransomware incidents (Jan-Sep) 46% vs 2024 • 130 CVEs/day in 2025 (23.6K in H1) • 30% KEVs weaponized <24hrs • 52% attacks = extortion/ransomware • Manufacturing 61% YoY (hardest hit) 🎯 Active Campaigns: • Top 5 groups: Qilin, Clop, Akira, Play, SafePay (25% of incidents) • AI-enhanced: ClickFix social eng BYOI EDR evasion • 50% attacks target critical infrastructure ( 34% YoY) ACTION: ✅ Verify Oct 23 KEV deadline met 🔧 Patch WSUS immediately 🔍 Hunt Qilin/Medusa IOCs ⚡ Accelerate patch workflows (24hr weaponization) #CyberSecurity #ThreatIntel #Ransomware #CISO #KEV

🚨 CISO Threat Brief - Oct 22, 2025 CRITICAL ALERTS: 🔴 Microsoft Zero-Days (2 exploited): • CVE-2025-24990: Windows Modem Driver privesc • CVE-2025-59230: RasMan privesc Patch NOW - 172 vulns total in Oct PT 🔴 CISA KEV (Due Nov 10): • CVE-2025-61884: Oracle EBS SSRF • CVE-2025-33073: Windows SMB privesc • CVE-2025-2746/47: Kentico auth bypass 🔴 Red Hat Breach: 570GB stolen from 28K repos Victims: NSA, Navy, BoA, JPMorgan, AT&T ⚠️ Active Campaigns: • Akira ransomware → SonicWall VPNs • Clop → Oracle EBS (CVE-2025-61882) • KillSec/Funklocker: AI-powered RaaS (120 victims) 📊 Threat Landscape: • 16% attacks use AI-enhanced social engineering • 50% exploitation = nation-state (China-linked) • 21.5K CVEs disclosed H1 2025 (record) 🎯 Top Targets: Manufacturing, Tech, Finance ACTION: Deploy patches in 48hrs | Audit SonicWall/Oracle | Validate EDR #CyberSecurity #ThreatIntel #InfoSec #CISO #ZeroDay

HREAD: Cyber Threat Roundup - Oct 21, 2025 🧵 🚨 COLDRIVER (Star Blizzard) APT ramping up ops with 3 new malware families: NOROBOT, YESROBOT, MAYBEROBOT. Russia-linked group shows increased tempo since May 2025. ClickFix social engineering in delivery chains. 🔗 thehackernews.com/2025/10/go… 🤖 PolarEdge botnet expanding - targets Cisco, ASUS, QNAP, Synology routers. Infrastructure active since June 2023. Purpose still undetermined. 🔗 thehackernews.com/2025/10/po… ⚠️ GlassWorm malware hits VS Code extensions via supply chain attack. Uses invisible Unicode chars to hide code blockchain infrastructure for resilience. 🔗 securityweek.com/supply-chai… 🔴 CISA KEV Alert: Apple, Kentico, Microsoft vulns under active exploitation → RCE, auth bypass, privesc. Patch immediately. 🔗 securityweek.com/cisa-warns-… 🛡️ Defense News: Meta rolls out scam detection for WhatsApp/Messenger screen-sharing warnings. 🔗 thehackernews.com/2025/10/me… #ThreatIntel #InfoSec #CyberSecurity

I wondered if my Windows bootloader had any CVEs. My prediction: “No way — I always keep it updated.” Dr.Binary (drbinary.ai) says otherwise. It found CVE-2023-24932 Secure Boot bypass (the BlackLotus one). Surprised, but not surprised. 😅 #UEFI #WindowsSecurity