Curated cybersecurity insights, opinions, emerging technologies, AI security topics, and notable industry discussions.
1294 articles
The article argues that durable cybersecurity businesses can build defensible advantages through security hardware, cryptographic applications, and trusted practitioner networks—areas where trust, integration, and expertise are difficult to replicate with AI.
In Darktrace’s test, Darktrace / EMAIL quarantined a hidden-instruction email before it reached a Gemini agent. The vendor says it used language and sender-context signals, rather than malware, links, attachments, or blacklist matches.
An explainer on how poisoned training data and malicious models can introduce hidden AI security risks, why standard benchmarks may miss targeted behavior, and how provenance checks, pipeline controls, red-teaming, and model bills of materials can help.
MFA confirms control of registered authenticators, not a person’s real-world identity or the legitimacy of later activity. Weak recovery and enrollment processes, session hijacking, and post-login changes require separate identity verification and ongoing detection.
The CIA Triad—confidentiality, integrity, and availability—is a foundational information-security model. The article explains each principle, common threats and safeguards, and how organizations can use the model to assess risks and incidents.
The article argues teams should evaluate and pin software dependencies, maintain trusted baselines, and backport targeted fixes rather than blindly upgrading, citing the xz-utils backdoor and a faulty lodash release as risks of default update policies.
Minimus will stop updating images when reg[.]mini[.]dev shuts down on October 22, 2026. The article compares five alternatives and outlines trade-offs in base-image compatibility, patching, provenance, and vendor maturity.
The article describes reported AI-enabled malware and argues that self-modifying threats can outpace signature-based detection, advocating runtime prevention through Automated Moving Target Defense.
The article argues silent patches leave defenders without useful risk information because attackers can diff binaries. It criticizes Broadcom’s early Spring patch access for paying customers, while allowing brief delays in limited cases.
Cyble argues that financial risk models can help organizations connect cyber threats to business impact and security investment decisions, citing 2025 ransomware and supply-chain trends while promoting its Cyber Risk Quantification platform.
Aikido's buyer's guide compares AI pentesting tools by autonomy, exploit validation, source-code context, human oversight and data location, with selection advice and reported capabilities and limitations for application and infrastructure testing.
A guide compares nine SonarQube alternatives across code analysis, security coverage, governance, pricing and migration. It contrasts rule-based and context-aware analysis and says vendor claims were checked against documentation, not independently verified.
AI agents can now solve many CTF challenges and find and patch vulnerabilities, but results vary widely. Performance drops on fresh challenges and real-world flaws, while AI raises questions about security testing and the future of human competition.
The article explains how PSD3 and PSR are shifting banks toward earlier fraud detection, and argues behavioral analytics can help protect customers while limiting personal-data collection and keeping risk decisions explainable.
A guide to evaluating SOC AI agents before production deployment, emphasizing data sovereignty, explainable verdicts, customizable runbooks, access to underlying telemetry, and visibility into activity surrounding alerts.
The article argues that CISOs can strengthen their strategic role by connecting security work to business outcomes, such as faster customer reviews, market access and growth, and by demonstrating current security evidence rather than relying on annual audits.
The article explains how asset inventories, industrial protocols, operational processes, offline updates, and security-workflow integration help critical infrastructure teams make threat intelligence relevant to their OT environments.
A game-security explainer argues that developers cannot fully control player-owned devices, so they should prioritize high-impact risks, move trusted decisions to servers, raise attack costs, and deliberately accept, mitigate, transfer, or avoid residual risk.
A vendor-authored guide compares 10 AI-enabled SAST tools, distinguishing AI-native detection from AI layered onto deterministic scanners. It outlines evaluation criteria, tool features and limitations, while presenting Aikido’s offerings favorably.
The article links major npm supply-chain attacks to increased Trusted Publishing adoption, while noting that CI compromise can still expose OIDC credentials and that most top packages remain on long-lived tokens.
An Anonyome Labs-sponsored article recommends separating online activities into distinct personas with different contact and payment details to limit data linking, and presents MySudo as a tool for managing them.
The article explains how the OWASP Top 10 can help security teams share a vocabulary, prioritize web application risks, and connect security findings to a common reference—rather than simply memorize its categories.
Runbooks attach investigation rationale, benign explanations and evidence-gathering questions to detection rules, helping analysts and AI agents investigate alerts consistently and refine guidance as teams learn.
The article explains trade-offs in fixing dependency CVEs and recommends assessing reachability, tracking dependencies with an SBOM, and considering backports when upgrades introduce breaking changes or are unavailable.
