threat.news

A practical guide to hardening Kubernetes edge workloads against AI bots, scraping, and abuse-driven cost spikes.

A practical guide to stopping ad fraud from poisoning ML training data, feature stores, and retraining loops.

How open academic archives like SOMAR can improve threat hunting—and how to avoid bias, privacy, and governance traps.

How 2020 influence networks map to enterprise reputation attacks, social engineering, and cross-platform monitoring playbooks.

Turn flaky tests into threat signals with metrics, clustering, routing, SIEM/SOAR playbooks, and predictive test selection.

Flaky tests can hide security regressions. Learn how to route CI noise into security triage, SAST/DAST, and vulnerability management.

How to deploy millisecond identity scoring with audit trails, explainability, and bias controls—without creating privacy or litigation risk.

How identity graphs become attack surfaces — and how to harden provenance, access controls, and tamper-evidence.

A practical forensic playbook for tracing AI-generated public comment campaigns back to operators, with logs, payment trails, and chain-of-custody steps.

A practical defense blueprint for public-comment systems facing AI-generated astroturfing, from identity tiers to forensic logging.

AI-generated appraisals and fake collateral docs can infiltrate ABS pipelines. Here’s how to detect, stop, and investigate synthetic asset fraud.

Ofcom’s CSEA enforcement is a global blueprint for executive liability, audit logs, transparency reporting, and compliance-ready platform governance.

Ofcom made clear that age checks aren’t enough. Here’s the technical blueprint for CSEA detection, evidence preservation, and law-enforcement reporting.

Fastly’s AI-bot findings mapped into a practical edge-security playbook for detecting, limiting, and forensically tracing abusive bot traffic.

A security and legal incident playbook for deepfakes: triage, verification, legal hold, disclosure, and media coordination.

TeamPCP’s Checkmarx plugin compromise shows why Jenkins supply chain security, version checks, and secret rotation matter now.

Deepfakes are outpacing detection. Here’s how C2PA, media signatures, and secure cameras can authenticate media at scale.

How travel AI pipelines can detect poisoned feeds, validate ETL, and preserve provenance before bad data breaks model integrity.

How over-privileged travel AI agents can cause fraud or PII leaks—and the controls that stop them.

A technical playbook for detecting and mitigating prompt injection across enterprise LLM pipelines.

Agentic AI needs identities, secrets, and controls. Treat agents like service accounts with least privilege, rotation, attestation, and audit logs.

Realistic deepfakes are supercharging insider threats—driving account takeover, supplier fraud, and privileged-access abuse.

Hardening Truly Media and similar verification tools against supply-chain compromise, malicious updates, and data exfiltration.

A blueprint for adding human-in-the-loop verification, evidence retrieval, and feedback loops to incident response.

How counterfeit-detection AI fails under adversarial ML, poisoning, and drift—and how to harden models, edge devices, and monitoring.

Cloud-connected bill validators expand retail IoT risk via firmware, telemetry, APIs, and POS integrations. Here’s how to harden them.

A GDQ-inspired framework for verifying threat feeds, reducing false positives, and making telemetry provenance auditable.

Identity graphs are high-value targets. Here’s how identity foundries get breached, poisoned, and abused—and how to harden them.

Automakers racing to electrify face expanded cyber risk: firmware, OTA, supply-chain and charging infrastructure need prioritized defenses now.

Deep, operational guide on flash memory risks: firmware, CVE triage, patching, data integrity and future threats.

How Saylor-style Bitcoin strategies change the security threat model — custody, insurance, and actionable defenses for treasury teams.

Practical roadmap for local governments to strengthen cyber resilience across traffic, public safety, and infrastructure spending.

How PLC (penta-level cell) flash chips change ransomware defense: dense snapshots, controller attestation, and operational strategies to reduce blast radius.

How online extremism migrates into live events — detection, crowd management, and response playbooks for security teams.

How social platforms accelerate radicalization and what IT and security teams must do to detect, contain and mitigate risks.

How frequent social media outages become attack surfaces — tactical detection, communications, and mitigation advice for IT and security teams.

A unified threat-intel guide to how fake identities, velocity, and attribution abuse span social platforms, ads, and onboarding.