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DFIR, deception, detection. Posts I wrote, intel my pipeline summarized, and redacted writeups from the fleet.

14 days agoEngagement

Cross-Service Credential Replay: Operator Targets Hypervisor Using Harvested LLM Endpoint Secrets

A single IP harvested strings from an LLM emulator's responses (`.env`, model list, MCP manifest) and replayed them as Proxmox credentials, chat-completions parameters, and MCP tool-call names against the same host — a token-reuse feedback loop, not blind brute-force. 22 of 24 credential pairs are byte-for-byte traceable to served response bodies.

Mandiant15 days agoLLM reporthigh

Welcome to BlackFile: Inside a Vishing Extortion Operation

UNC6671, operating under the BlackFile brand, conducts sophisticated vishing and Adversary-in-the-Middle (AiTM) attacks to bypass MFA and compromise SSO platforms like Microsoft 365 and Okta. Once inside, the group uses automated Python and PowerShell scripts to rapidly exfiltrate sensitive data via APIs, often masking their activity as routine file access events, before launching aggressive extortion campaigns.

Recorded Future15 days agoLLM reportcritical

April 2026 CVE Landscape

In April 2026, 37 high-impact vulnerabilities were actively exploited, heavily impacting enterprise systems and edge infrastructure. Notable exploitation includes the delivery of the Nexcorium botnet via CVE-2024-3721 in TBK DVR devices and complete service takeovers of Nginx UI instances via CVE-2026-33032, a missing authentication flaw.

Canadian Centre for Cyber Security15 days agoLLM reportcritical

Cyber Centre Daily Advisory Digest — 2026-05-15 (2 advisories)

The Canadian Centre for Cyber Security issued advisories warning of active exploitation of two critical vulnerabilities. CVE-2026-20182 affects Cisco Catalyst SD-WAN devices, allowing unauthenticated remote attackers to bypass authentication and gain root privileges, while CVE-2026-42897 is a spoofing vulnerability affecting on-premises Microsoft Exchange Servers.

Akamai15 days agoLLM reportcritical

Mini Shai-Hulud: The Worm Returns and Goes Public

The TeamPCP threat actor deployed the Mini Shai-Hulud worm in a sophisticated supply chain attack targeting the npm ecosystem via a GitHub Actions CI cache-poisoning technique. The malware steals credentials, establishes persistence via developer tools like VS Code and Claude Code, and features a destructive dead man switch that wipes the victim's home directory if access tokens are revoked.

Palo Alto Networks15 days agoLLM reporthigh

Gremlin Stealer's Evolved Tactics: Hiding in Plain Sight With Resource Files

Gremlin stealer has evolved from a basic credential harvester into a sophisticated, modular infostealer capable of active financial fraud and live session hijacking. Recent variants employ advanced anti-analysis techniques, including Themida packing, .NET resource section payload hiding with XOR encryption, and extensive code obfuscation, significantly complicating static detection efforts.

CrowdStrike15 days agoLLM reporthigh

Now Live: The CrowdStrike 2026 Financial Services Threat Landscape Report

The CrowdStrike 2026 Financial Services Threat Landscape Report highlights a 43% global increase in hands-on-keyboard intrusions against the financial sector. The threat landscape is dominated by eCrime ransomware operations, DPRK-nexus cryptocurrency theft via supply chain compromises, and China-nexus intelligence collection leveraging Operational Relay Box (ORB) networks and DLL search-order hijacking.

Recorded Future15 days agoLLM reportinfo

NIST Stopped Scoring Most CVEs. The Signal You Actually Need Was Never in NVD.

NIST has significantly reduced its enrichment of CVEs in the National Vulnerability Database (NVD), limiting full analysis to a small subset of critical vulnerabilities. This policy change exposes organizations relying solely on NVD CVSS scores to significant blind spots, necessitating a shift toward threat intelligence-driven prioritization based on real-world weaponization and active exploitation.

Huntress15 days agoLLM reportlow

Understanding the CMMC Final Rule: Program Key Takeaways

The Department of Defense has finalized the Cybersecurity Maturity Model Certification (CMMC) rule, effective November 10, 2025, shifting from self-attestation to mandatory third-party verification for contractors handling sensitive data. Organizations must proactively prepare their technology, processes, and documentation to meet NIST SP 800-171 requirements and avoid anticipated assessment bottlenecks.

CISA16 days agoLLM reportcritical

CISA Adds One Known Exploited Vulnerability to Catalog - CVE-2026-20182

CISA has added CVE-2026-20182, an authentication bypass vulnerability affecting Cisco Catalyst SD-WAN Controllers, to its Known Exploited Vulnerabilities (KEV) catalog due to evidence of active exploitation. Federal agencies and private organizations are strongly urged to apply mitigations outlined in Emergency Directive 26-03 or discontinue use of the product if mitigations are unavailable.

Cisco Talos16 days agoLLM reportmedium

The time of much patching is coming

The Talos Threat Source newsletter highlights an impending surge in software patching driven by AI vulnerability discovery tools. It also contrasts state-sponsored espionage tactics—which leverage valid credentials and native tools to bypass traditional defenses—with commodity ransomware, while summarizing recent supply chain compromises across developer platforms like Hugging Face and Jenkins.

Cisco Talos16 days agoLLM reportcritical

Ongoing exploitation of Cisco Catalyst SD-WAN vulnerabilities

Cisco Talos is tracking active exploitation of multiple vulnerabilities in Cisco Catalyst SD-WAN Controller and Manager. Threat actor UAT-8616 is exploiting CVE-2026-20182 for authentication bypass, while other clusters are chaining CVE-2026-20133, CVE-2026-20128, and CVE-2026-20122 to deploy JSP webshells and post-exploitation frameworks like Sliver and AdaptixC2.

Microsoft16 days agoLLM reportcritical

Kazuar: Anatomy of a nation-state botnet

Kazuar is a sophisticated, modular P2P botnet attributed to the Russian state-sponsored actor Secret Blizzard. It utilizes a tripartite architecture (Kernel, Bridge, Worker) and a leader election mechanism to minimize external C2 traffic, relying on Mailslots, Window Messaging, and Named Pipes for internal communication and HTTP, WSS, or EWS for external C2.

Canadian Centre for Cyber Security16 days agoLLM reporthigh

Cyber Centre Daily Advisory Digest — 2026-05-14 (3 advisories)

The Canadian Centre for Cyber Security issued a daily digest highlighting critical security updates for GitLab, MongoDB, and VMware Fusion. Notably, MongoDB addressed an undefined behavior vulnerability (CVE-2026-8053) in timeseries collections, and Broadcom patched a privilege escalation flaw (CVE-2026-41702) in VMware Fusion.

SentinelOne16 days agoLLM reporthigh

PCPJack | Cloud Worm Evicts TeamPCP and Steals Credentials at Scale

SentinelLABS discovered PCPJack, a cloud-focused worm designed to harvest credentials at scale while actively evicting artifacts of a rival threat actor, TeamPCP. The framework targets exposed cloud services like Docker, Kubernetes, and Redis for propagation and lateral movement, notably omitting cryptomining payloads in favor of credential theft and Sliver C2 deployment.

Sophos16 days agoLLM reporthigh

Why AMOS matters: The macOS malware stealing data at scale

Sophos MDR investigated a macOS infostealer infection attributed to an AMOS (Atomic macOS) variant. The attack leverages ClickFix social engineering to trick users into running a malicious Terminal command, which initiates a multi-stage infection chain. The malware captures the user's system password via a spoofed prompt, evades analysis by checking for virtualized environments, and exfiltrates sensitive data like Keychain and browser credentials before establishing persistence via a LaunchDaemon.