Posts I wrote, intel from the CTI pipeline, and redacted engagement reports from the honeypot fleet.
The article outlines the evolution of the Agentic SOC, detailing how Elastic Security leverages AI agents and automated workflows to streamline alert triage, enrich investigations, and accelerate incident response.
The article introduces dimensional analysis as a methodology for identifying arithmetic and logic vulnerabilities in DeFi smart contracts. By ensuring that variables representing different tokens, prices, or liquidity shares are not erroneously combined, developers can prevent severe financial logic flaws. The post highlights real-world examples of dimensional bugs and advocates for explicit unit documentation in Solidity codebases.
Silver Fox (also known as Void Arachne) is a China-based threat actor conducting dual-purpose campaigns in South Asia that blend financial cybercrime with APT-style espionage. Recent operations leverage tax-themed phishing to deliver evolving payloads, transitioning from the ValleyRAT backdoor to abused legitimate RMM tools, and most recently, a custom Python-based stealer disguised as a WhatsApp application.
Elastic has introduced Elastic Workflows, a native automation capability within its SIEM that allows security teams to build YAML-based playbooks for alert triage, enrichment, and response. The feature integrates directly with Elasticsearch data, external threat intelligence platforms, and AI-driven analysis tools to streamline security operations.
Threat actors are leveraging the EvilTokens Phishing-as-a-Service platform hosted on Railway.com to conduct large-scale device code phishing campaigns against Microsoft 365 users. By abusing legitimate cloud infrastructure and multi-hop redirect chains, attackers successfully bypass email filtering and MFA to harvest persistent OAuth tokens.
At the RSAC Conference, the NCSC CEO discussed the dual nature of 'vibe coding' (AI-generated software). While unreviewed AI code poses significant security risks, properly trained AI tools offer a transformative opportunity to create secure-by-design software and reduce collective vulnerability to cyber attacks.
This article emphasizes the strategic importance of cyber resilience through microsegmentation and Zero Trust architectures. By assuming breach is inevitable, organizations can focus on containing lateral movement and controlling the blast radius to prevent localized incidents from escalating into business-impacting crises.
The article provides a technical overview of Elastic Security XDR, detailing its capabilities in endpoint protection, cross-environment telemetry correlation, AI-driven investigations, and automated incident response workflows.
Morphisec Threat Labs analyzed a Linux variant of the Iranian-attributed Pay2Key ransomware. The malware requires root privileges to execute, utilizes a JSON configuration file, disables system defenses like SELinux and AppArmor, and employs ChaCha20 for full or partial file encryption while lacking built-in network C2 or exfiltration capabilities.
Threat actors are increasingly targeting Google Workspace as a foundational identity layer to pivot into interconnected SaaS applications. Modern attacks bypass traditional endpoint defenses by utilizing stolen credentials, OAuth abuse, and malicious inbox rules to conduct Business Email Compromise (BEC) and maintain persistent access.
This architectural analysis details the hidden mechanisms behind Google's synced passkeys, revealing a hybrid model that leverages a cloud-based authenticator (enclave.ua5v[.]com) for sensitive cryptographic operations while anchoring trust to local hardware keys. Understanding this infrastructure is critical for defenders to anticipate emerging attack vectors in passwordless authentication environments.
The Canadian Centre for Cyber Security issued a daily digest highlighting recent security updates for Google Chrome and Mozilla Firefox. Administrators are advised to update Chrome to version 146.0.7680.164/165 and Firefox to version 149 (or the respective ESR versions) to address unspecified vulnerabilities.
Cybercrime has evolved into a highly organized, corporate-style economy, complete with specialized departments and multi-million dollar revenues generated through tech support and subscription scams. Threat actors are increasingly leveraging generative AI for deepfakes and automated vishing, prompting defenders to adopt AI-driven countermeasures and behavioral tests to disrupt these social engineering operations.
Citrix has released security updates addressing two vulnerabilities in NetScaler ADC and Gateway, including a critical out-of-bounds read (CVE-2026-3055) and a high-severity race condition (CVE-2026-4368). These flaws can lead to sensitive information disclosure and user session mix-up, requiring immediate patching and session termination to prevent potential exploitation.
Oracle has disclosed a critical, unauthenticated remote code execution vulnerability (CVE-2026-21992, CVSS 9.8) affecting Oracle Identity Manager and Oracle Web Services Manager. The flaw allows attackers to gain network access via HTTP due to a lack of network-level authentication, though no active exploitation has been observed yet.
North Korean threat group NICKEL ALLEY is targeting technology professionals and Web3 developers through fake job interviews and malicious code repositories. The group employs social engineering, the ClickFix tactic, and malicious VS Code tasks to deliver remote access trojans like PyLangGhost RAT and BeaverTail, primarily aiming for cryptocurrency theft and potential supply chain compromise.
Mandiant's M-Trends 2026 report highlights a severe divergence in adversary tactics. Cybercriminals are optimizing for speed, with initial access hand-offs collapsing to 22 seconds, and focusing on recovery denial by targeting hypervisors and backup infrastructure. Conversely, espionage groups are prioritizing extreme persistence by exploiting zero-days and deploying in-memory malware on unmonitored edge devices, while voice phishing has emerged as a primary vector for bypassing MFA and compromising SaaS environments.
Cisco Talos announced a podcast episode discussing their 2025 Year in Review report, which covers major cybersecurity trends such as rapid vulnerability weaponization, identity abuse, ransomware, and APT activity.
The Canadian Centre for Cyber Security released a daily digest of 9 security advisories covering critical vulnerabilities across major enterprise, Linux, and ICS platforms. Notably, a critical vulnerability in Craft CMS (CVE-2025-32432) is being actively exploited in the wild, and Citrix has patched critical flaws in NetScaler ADC and Gateway.
CanisterWorm is a worm-enabled supply chain attack that compromises legitimate npm publisher accounts to distribute a Python backdoor. The malware establishes user-level Linux persistence via systemd and utilizes an Internet Computer Protocol (ICP) canister as a dead-drop C2 to continuously fetch and execute secondary payloads, while simultaneously harvesting npm tokens to propagate itself to other packages.
