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Security Insights

Curated cybersecurity insights, opinions, emerging technologies, AI security topics, and notable industry discussions.

1292 articles

Security Insights · toxsec.com

How Model Extraction Threatens Proprietary AI Systems—and How to Limit It

The explainer describes API-based model extraction, including Anthropic’s allegation that DeepSeek, Moonshot AI and MiniMax used 24,000 accounts for 16 million Claude exchanges, outlines technical limits, and reviews defenses.

Nov 8, 2026
Security Insights · malwareinfo.app

MalwareINFO Pro Walkthrough Traces Obfuscated JSE and PowerShell Payloads

A MalwareINFO Pro walkthrough traces an obfuscated JSE and encrypted PowerShell wrapper through recovered source, embedded PE files, and configured endpoint candidates, while distinguishing recovered artifacts from unobserved runtime behavior.

Nov 7, 2026
Security Insights · databreachtoday.com

Why Insider Risk Detection Needs Context Beyond User Anomalies

The sponsored article argues that insider-risk detection needs user-specific context, not isolated anomalies, and presents Ent’s endpoint AI as a way to distinguish malicious activity, compromise and mistakes. It describes two anonymized customer investigations.

Nov 7, 2026
Security Insights · socprime.com

How to Export Wazuh Alerts and Archived Events

A guide to exporting Wazuh alerts from manager files or the OpenSearch indexer, filtering records, and accessing full_log data. It explains that exporting all received events requires enabling logall_json in advance.

Nov 6, 2026
Security Insights · decodedsecurity.com

How Passkeys Work—and Where Their Security Limits Are

An accessible guide explains how passkeys use device-held private keys to resist phishing, while covering risks from account recovery, backup passwords, stolen sessions, compromised sync accounts and unlocked devices.

Nov 6, 2026
Security Insights · reliaquest.com

PSTS Cyberattacks Rise 69% as ReliaQuest Urges Faster Edge Defense

ReliaQuest reports a 69% quarterly rise in attacks on professional, scientific, and technical services firms, with more web-shell activity and faster exploitation. It recommends hardening internet-facing systems and promotes its GreyMatter platform.

Nov 6, 2026
Security Insights · jamf.com

Bluetooth Audio Pairing Flaws Show How Earbuds Can Become Security Risks

Examples including CVE-2025-20701 show how flaws in Bluetooth audio pairing can expose microphones or enable tracking. The article explains the risks and recommends updating accessory firmware and treating earbuds as endpoints.

Nov 6, 2026
Security Insights · darkreading.com

Security Incident Archives Can Become AI Model-Development Data

Security incident records used for AI model development may expose sensitive detection and tuning patterns beyond an organization’s control. The article urges explicit, revocable permission and separate rules for evidence retention and model improvement.

Nov 6, 2026
Security Insights · bleepingcomputer.com

IMSI vs. IMEI: What Phones Broadcast and Who Can Read It

A sponsored explainer describes how cellular networks and fake towers can expose IMSI and IMEI identifiers, outlines 4G paging attacks and 5G protections, and presents Cape’s IMSI rotation as a mitigation.

Nov 6, 2026
Security Insights · malwarebytes.com

Scammers Use AI-Generated Pet Images to Extort Owners

Scammers reportedly use AI-generated images to make false claims that they have found missing pets, then demand money or threaten harm. The article describes the scam and offers steps to verify claims and avoid advance payments.

Nov 5, 2026
Security Insights · socprime.com

How to Export LogPoint Logs with the Search API

A tutorial shows how to export LogPoint logs through its Search API, retrieve results in two calls, avoid common query and time-range errors, and upload the output to LogTotal for review.

Nov 5, 2026
Security Insights · thehackernews.com

Five Tests for Evaluating an Exposure Management Platform

The article proposes five tests for exposure management platforms: unify asset context, prioritize by business risk, validate exposures and responses, execute safe remediation, and verify outcomes. It presents Check Point’s platform as an example.

Nov 5, 2026
Security Insights · socprime.com

How to Export Devo Logs for Security Review

A practical guide to exporting Devo logs through its Query API or Python SDK, choosing time ranges and JSON output, troubleshooting common errors, and uploading data to LogTotal for sanitization and review.

Nov 5, 2026
Security Insights · securityweek.com

CISO Ryan Davis Says Shadow AI and Unknowns Are Hard to Defend Against

New Charter Technologies CISO Ryan Davis says unknowns such as shadow AI make defense difficult. He also discusses business-focused security leadership, team trust, continuous learning and balancing demanding security work.

Nov 5, 2026
Security Insights · reliaquest.com

ReliaQuest Reports Using Claude Mythos for Defensive Security Testing

ReliaQuest describes internal tests using Claude Mythos for attack-path analysis, adversary simulation, and control validation, reporting results from a synthetic infostealer chain and detection-library review. The findings are ReliaQuest’s claims, not independently验证ed

Nov 5, 2026
Security Insights · recordedfuture.com

How AI Automation Can Undermine Meaningful Human Oversight

The article argues that AI-driven speed and scale can sideline human oversight in hiring and military decisions. It recommends deliberate automation, meaningful review at key points, transparency, high-quality data and anticipating second-order effects.

Nov 5, 2026
Security Insights · iru.com

How Passkeys Use Public-Key Cryptography for Phishing-Resistant Sign-In

A nontechnical explainer describes how passkeys use service-specific public and private keys, with a device unlock as an additional identity proof. It also promotes Iru Identity’s device-bound passkeys for managed Macs.

Nov 5, 2026
Security Insights · malwarebytes.com

Fake $750 Apple Cash Offer Uses App Promotions, Pays No Reward

Malwarebytes found a fake $750 Apple Cash offer that uses timers and a supposed device check to funnel users to app promotions. The page provides no reward; users may share personal data or spend money in games.

Nov 4, 2026
Security Insights · arcticwolf.com

UK Cyber Resilience Gaps Put Focus on Security Basics, Arctic Wolf Says

Arctic Wolf’s review of NCSC findings says UK cyber resilience lags behind threats: 88% of large-organisation incidents involved four familiar routes. It recommends stronger asset, identity, patching and response practices as AI accelerates attacks.

Nov 4, 2026
Security Insights · socprime.com

How to Export and Review Exabeam Event Logs

A guide to exporting Exabeam events through its Search API or UI, converting JSON results to JSONL, and reviewing them in LogTotal. It covers API-key permissions, regional hosts, filters, and common errors.

Nov 4, 2026
Security Insights · socprime.com

How to Export and Review Securonix Activity Logs

A guide shows how to use Securonix’s REST API or Spotter UI to export activity events as JSON or JSONL, then sanitize and review them in LogTotal, with troubleshooting for tokens, queries, paging, and older data.

Nov 4, 2026
Security Insights · picussecurity.com

Picus Explains How Its Platform Maps to Kuwait’s CORF Requirements

This sponsored guide outlines Kuwait’s CBK Cyber and Operational Resilience Framework and describes how Picus says its validation tools can support testing, vulnerability management, detection, and evidence collection.

Nov 4, 2026
Security Insights · thehackernews.com

Why Agent Runtime Security Needs Visibility Beyond Gateways

The article argues gateway-only controls miss agents embedded in third-party platforms and recommends cross-platform discovery, identity and permission context, and graduated enforcement to make runtime decisions more informed.

Nov 4, 2026
Security Insights · databreachtoday.com

OT CTFs Build Cyber Skills Through Hands-On Forensics and Context

A participant reflects on how OT CTFs teach practical analysis of protocols and network evidence, and cautions that relying on AI to solve challenges can weaken learning and leave beginners unable to assess its answers.

Nov 4, 2026
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