Frequently Asked Questions

CyberNewsAI is an independent cybersecurity intelligence hub engineered for Security Operations Center (SOC) defenders, incident responders, CISOs, and threat hunters. We synthesize breaking zero-day disclosures, active malware campaigns, ransomware incidents, and AI security vulnerabilities into actionable, root-cause dispatches featuring validated detection queries and mitigation runbooks.

Every vulnerability dispatch undergoes a rigorous dual-peer review protocol. We cross-reference authoritative Common Vulnerabilities and Exposures (CVE) entries in the National Vulnerability Database (NVD) and the CISA Known Exploited Vulnerabilities (KEV) Catalog, inspect vendor patches and GitHub advisories, and validate technical exploit mechanisms before publishing.

Our hybrid architecture pairs automated 24/7 telemetry monitoring across global advisory feeds, underground forums, and code repositories with veteran Digital Forensics and Incident Response (DFIR) analysts. Automation provides immediate discovery speed, while human analysts verify root causes, structure MITRE ATT&CK mappings, and author test-validated detection rules.

To ensure operational security (OPSEC) and protect our researchers from targeted adversary reconnaissance, harassment, and retaliatory state-sponsored cyber intrusions. This collective model mirrors practices established by industry-leading intelligence teams such as Cisco Talos, Google Threat Analysis Group (TAG), and Microsoft Threat Intelligence.

Our threat severity tiers are governed strictly by empirical risk metrics: official CVSS v3.1/v4 base scores, confirmed in-the-wild weaponization evidence, whether the flaw resides on CISA's KEV catalog, and enterprise blast radius (e.g. unauthenticated remote code execution on edge appliances vs. local authenticated privilege escalation).

Yes. All detection logic, Sigma YAML signatures, Microsoft Sentinel / Defender KQL queries, and Splunk SPL queries published on CyberNewsAI are provided free of charge for authorized defensive operations, threat hunting, and SOC deployment under standard fair-use security research provisions.

Verified IOCs—including SHA-256 binary hashes, malicious C2 IP addresses, staging domains, and registry keys—can be ingested directly into your SIEM, SOAR, EDR, or firewall blocking lists. We enforce a strict anti-hallucination policy and never fabricate indicators when authoritative advisories do not include them.

No. CyberNewsAI is 100% editorially independent. We do not accept sponsored product reviews, nor do we permit cybersecurity vendors to pay for favorable coverage, omitted flaws, or altered severity scores. Editorial decisions are driven exclusively by defensive risk to the enterprise community.

CyberNewsAI is supported through transparent third-party display advertising (via Google AdSense) and official community merchandise sold through our Incident Armory. Advertisers exert zero influence over our technical reporting, research findings, or CVE disclosures.

Researchers, SOC analysts, and academic publications are welcome to quote excerpts, detection queries, and indicators, provided proper attribution and an active canonical backlink to the original article on CyberNewsAI are maintained. Bulk scraping or automated republishing of full articles is prohibited under our Terms of Service.

No. In accordance with the California Consumer Privacy Act (CCPA) and global privacy standards, CyberNewsAI does not sell, rent, or trade your personal information to third parties. We collect minimal telemetry strictly necessary to deliver, secure, and analyze site traffic.

Google and third-party advertising vendors utilize cookies to serve contextual and interest-based advertisements based on your prior visits to this and other websites. You can opt out of personalized advertising at any time by visiting Google Ads Settings (https://www.google.com/settings/ads) or through the Digital Advertising Alliance at www.aboutads.info.

If you reside in the European Economic Area (EEA) or the United Kingdom, you have the right to request access to, rectification of, or deletion of any personal data we hold. To initiate a Data Subject Access Request (DSAR), email privacy@cybernewsai.com or contact-us@cybernewsai.com.

Researchers and incident responders can submit confidential tips directly to our editorial research desk at editorial@cybernewsai.com or through our contact form. For sensitive vulnerability disclosures, we support coordinated vulnerability disclosure (CVD) and respect embargo deadlines.

Critical zero-day tips, active exploitation alerts, and vulnerability disclosures receive prioritized review by our threat intelligence desk within 4 to 12 hours. General corporate inquiries, media requests, and syndication notices are answered within 24 to 48 business hours.

Yes. CyberNewsAI supports responsible, coordinated disclosure regarding our own platform infrastructure. If you discover a security issue affecting CyberNewsAI systems, please report it to security@cybernewsai.com. We commit not to pursue legal action against researchers acting in good faith.