惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
AWS News Blog
AWS News Blog
V
Vulnerabilities – Threatpost
D
Darknet – Hacking Tools, Hacker News & Cyber Security
量子位
博客园 - 叶小钗
AI
AI
T
Tor Project blog
Forbes - Security
Forbes - Security
W
WeLiveSecurity
博客园_首页
爱范儿
爱范儿
J
Java Code Geeks
B
Blog
G
GRAHAM CLULEY
aimingoo的专栏
aimingoo的专栏
Cloudbric
Cloudbric
C
CXSECURITY Database RSS Feed - CXSecurity.com
TaoSecurity Blog
TaoSecurity Blog
L
LINUX DO - 热门话题
阮一峰的网络日志
阮一峰的网络日志
有赞技术团队
有赞技术团队
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Simon Willison's Weblog
Simon Willison's Weblog
云风的 BLOG
云风的 BLOG
Google DeepMind News
Google DeepMind News
H
Help Net Security
博客园 - 三生石上(FineUI控件)
C
Cisco Blogs
C
Cybersecurity and Infrastructure Security Agency CISA
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
P
Palo Alto Networks Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Recent Commits to openclaw:main
Recent Commits to openclaw:main
博客园 - 司徒正美
The Last Watchdog
The Last Watchdog
Blog — PlanetScale
Blog — PlanetScale
T
The Blog of Author Tim Ferriss
S
Secure Thoughts
Spread Privacy
Spread Privacy
F
Fortinet All Blogs
月光博客
月光博客
大猫的无限游戏
大猫的无限游戏
S
SegmentFault 最新的问题
H
Hackread – Cybersecurity News, Data Breaches, AI and More
A
About on SuperTechFans
Security Latest
Security Latest
Webroot Blog
Webroot Blog
Scott Helme
Scott Helme
Hugging Face - Blog
Hugging Face - Blog

Help Net Security

Police arrest 10 suspected members of Black Axe cybercrime gang ShinyHunters claims it stole 1.4 million records from Udemy Sevii unveils Cyber Swarm Defense Mode to stop AI-driven attacks at scale Alleged Chinese hacker extradited to US over cyberattacks targeting COVID-19 research Cequence Agent Personas bring granular control and governance to enterprise AI agents NowSecure MARI gives enterprises evidence-based visibility into third-party mobile app risk The metrics killing your SOC, and what to use instead US state privacy fines reached $3.425 billion in 2025 Canada’s first SMS blaster case leads to three arrests Linux storage management tool Stratis 3.9.0 adds online encryption and cache-less pool startup TLS Connect gives SMBs a right-sized automated tool to manage TLS certificates Aptori expands its platform with autonomous offensive testing to reduce security bottlenecks Your IAM was built for humans, AI agents don’t care The AI criminal mastermind is already hiring on gig platforms 25 open-source cybersecurity tools that don’t care about your budget Product showcase: LuLu reveals unauthorized outbound connections from Mac apps Week in review: Claude Mythos finds 271 Firefox flaws, Vercel breach Users advised to drop passwords and make room for passkeys - Help Net Security Indirect prompt injection is taking hold in the wild - Help Net Security Compromised everyday devices power Chinese cyber espionage operations - Help Net Security New Cisco firewall malware can only be killed by pulling the plug - Help Net Security Meta is overhauling how you sign in, manage settings, and protect your accounts - Help Net Security Ubuntu 26.04 LTS delivers memory-safe system tools and live patching for Arm servers - Help Net Security OpenAI’s GPT-5.5 is out with expanded cybersecurity safeguards - Help Net Security AI is speeding up nation-state cyber programs - Help Net Security A study of 1,000 Android apps finds a privacy policy logging gap - Help Net Security IT spending to hit $6.31 trillion record, thanks to AI - Help Net Security Where AI in CI/CD is working for engineering teams - Help Net Security With AI's help, North Korean hackers stumbled into a near-undetectable attack - Help Net Security Hacker with a special interest in breaching sports institutions ends behind bars - Help Net Security IP Fabric MCP server adds governance and control to enterprise AIOps workflows - Help Net Security Aqua Compass MCP server enables real-time investigation and containment of runtime threats - Help Net Security Google brings instant email verification to Android, no OTP needed - Help Net Security If cyber espionage via HDMI worries you, NCSC built a device to stop it - Help Net Security Apple fixes iPhone bug that let FBI retrieve deleted Signal messages(CVE-2026-28950) - Help Net Security GopherWhisper APT group hides command and control traffic in Slack and Discord - Help Net Security OpenAI tackles a bad habit people have when interacting with AI - Help Net Security A year in, Zoom's CISO reflects on balancing security and business - Help Net Security Scenario: Open-source framework for automated AI app red-teaming - Help Net Security GDPR works, but only where someone enforces it - Help Net Security Ransomware, fraud, and lawsuits drive cyber insurance claims to new peaks - Help Net Security Google’s Workspace Intelligence promises privacy while running on your data - Help Net Security Cyberattack on French government agency triggers phishing alert - Help Net Security Claude Mythos finds 271 Firefox flaws, Mozilla believes zero-days are numbered - Help Net Security Prove Identity Platform connects verification, authentication, and fraud prevention - Help Net Security New Mirai variants target routers and DVRs in parallel campaigns - Help Net Security Acronis GenAI Protection gives MSPs control over AI usage and data risks - Help Net Security Elastic MCP Apps bring security and observability workflows into AI tools - Help Net Security Progress Software fixes sneaky WAF bypass vulnerability (CVE-2026-21876) - Help Net Security Tencent's QClaw AI agent app arrives on Windows and macOS - Help Net Security Phishing reclaims the top initial access spot, attackers experiment with AI tools - Help Net Security OneDrive updates focus on AI, access control, and compliance - Help Net Security PentAGI: Open-source autonomous AI penetration testing system - Help Net Security Apple Intelligence flaw kept stolen tokens reusable on another device - Help Net Security Shadow AI, deepfakes, and supply chain compromise are rewriting the financial sector threat playbook - Help Net Security Thunderbird 150 arrives with encrypted message search and OpenPGP improvements - Help Net Security VirtualBox 7.2.8 is out with Linux kernel 7.0 support and crash fixes - Help Net Security Ransomware negotiator admits role in attacks he was hired to resolve - Help Net Security Scattered Spider hacker pleads guilty to stealing $8 million in cryptocurrency Meta and PortSwigger drive offensive security further to find what others miss - Help Net Security EU pushes for stronger cloud sovereignty, awards €180 million to four providers - Help Net Security SmokedMeat: Open-source tool shows what attackers do inside CI/CD pipelines - Help Net Security How to spot a North Korean fake in a job interview - Help Net Security Product showcase: Syncthing for secure, private file synchronization - Help Net Security Week in review: Acrobat Reader flaw exploited, Claude Mythos offensive capabilities and limits Google wipes out 602 million scam ads with Gemini on duty Researcher drops two more Microsoft Defender zero-days, all three now exploited in the wild GitLab 18.11 brings agentic AI to security fixes, CI pipelines, and delivery analytics Liongard upgrades LiongardIQ with AI access, live asset data, and deeper discovery Mozilla challenges enterprise AI providers with Thunderbolt, open-source AI client under your control Codex can now operate between apps. Where are the boundaries? Android 17 Beta 4 arrives with post-quantum cryptography and new memory limits Apple AirTag tracking can be misled by replayed Bluetooth signals Social media bans might steer kids into riskier corners of the internet Workplace stress in 2026 is still worse than before the pandemic New infosec products of the week: April 17, 2026 - Help Net Security ImmuniWeb brings AI upgrades, post-quantum detection and more in Q1 2026 NIST admits defeat on NVD backlog, will enrich only highest-risk CVEs going forward Anthropic releases Claude Opus 4.7 with automated cybersecurity safeguards - Help Net Security Fortinet fixes critical FortiSandbox vulnerabilities (CVE-2026-39813, CVE-2026-39808) - Help Net Security Google Play is changing how Android apps access your contacts and location Tails 7.6.2 patches vulnerability that could expose saved files Cargo theft malware actor spent a month inside a decoy network before researchers pulled the plug OpenAI updates Agents SDK, adds sandbox for safer code execution Anthropic tests user trust with ID and selfie checks for Claude GitHub lays out copyright liability changes and upcoming DMCA review for developers EU cybersecurity standards are at risk if supplier ban passes Command integrity breaks in the LLM routing layer The fully free Linux OS Trisquel gets a major update with version 12.0 Ecne Week in review: Windows zero-day exploit leaked, Patch Tuesday forecast ClickFix campaign delivers Mac malware via fake Apple page Poisoned “Office 365” search results lead to stolen paychecks Gmail’s end-to-end encryption comes to mobile, no extra apps required To counter cookie theft, Chrome ships device-bound session credentials Product showcase: Session, a messenger without phone numbers or metadata Little Snitch for Linux shows what your apps are connecting to - Help Net Security Apiiro CLI turns AI coding assistants into full-stack security engineers - Help Net Security April 2026 Patch Tuesday forecast: Spring-cleaning of a preview - Help Net Security What vibe hunting gets right about AI threat hunting, and where it breaks down - Help Net Security Health insurance lead sites sell personal data within seconds of form submission - Help Net Security
AI shrinks vulnerability exploitation window to hours
Anamarija Pogorelec · 2026-05-18 · via Help Net Security

Time has become organizations’ biggest vulnerability because the gap between vulnerability discovery and exploitation has narrowed to hours, according to Synack’s 2026 State of Vulnerabilities Report.

AI-driven vulnerability trends

Total vulnerabilities by severity (2022-2025) (Source: Synack)

AI expands the attack surface

Agentic AI systems that act autonomously across systems introduce new risks that require human expertise to identify and understand. Automated scanning detects known signatures but can miss logic flaws, misconfigurations, and unexpected behavior.

In 2025, mean time to remediation dropped by approximately 47% across all severity levels, showing that the industry is moving toward continuous security validation, with periodic testing serving a supporting role.

Published CVEs reached 48,244 in 2025, a 20% year-over-year increase. Customer programs that maintained stable findings against that backdrop indicate that security posture is keeping pace with a faster-moving environment.

“Adversaries can identify and exploit vulnerabilities within increasingly shorter timeframes. Organizations that continuously validate security across their environment are responding faster and closing critical exposure windows earlier,” said Dr. Mark Kuhr, CTO of Synack.

Low- and medium-severity findings declined in 2025. High-severity findings increased, especially in mature programs that tend to generate less noise.

AI-enabled adversaries are shrinking the gap between a CVE’s public disclosure and the first observed exploitation by threat actors. Unexpected zero-day vulnerabilities such as React2Shell (CVE-2025-55182) allowed unauthenticated attackers to send malicious HTTP requests that resulted in remote code execution on servers.

In 2025, total vulnerability volume remained relatively stable, but high-severity vulnerabilities increased by 10% compared with 2024.

Familiar vulnerabilities, faster exploitation

The most frequently identified vulnerability remained cross-site scripting (XSS), followed by authorization and permission issues. Content injection, brute-force attacks, and remote code execution increased throughout 2025. These trends show growing attacker focus on social engineering, identity-based exploitation, supply chain vulnerabilities, and authentication boundaries, aligning with AI-enabled adversaries testing access controls.

Average mean time to remediation dropped from 63 days in 2024 to 38 days in 2025, while critical vulnerabilities were remediated 25 days faster. Shorter remediation timelines reflect pressure from AI-enabled attackers that continue to reduce average time to exploit. PTaaS platforms help teams correlate vulnerability data across assets and business units, improving prioritization and workflows.

Growing infrastructure expands exposure

Security teams in retail, financial services, government, technology, and manufacturing continue to face challenges in mapping IT assets and infrastructure. Average asset counts grew or remained stable in 2025, except in retail. Manufacturing recorded the sharpest increase, from 2,053 to 2,486 assets per organization.

Subdomains remained the largest asset category by volume, averaging about 40,000 per organization. Web applications also increased year over year, showing faster development cycles associated with AI coding assistants.

Critical and high-severity vulnerabilities accounted for 37% of findings across these industries. Manufacturing, technology, and government recorded the largest share of critical and high-severity findings. Retail and financial services remained below the overall average.

The technology sector accounted for the largest share of critical SQL injection findings, followed by financial services. Critical remote code execution findings were distributed more evenly across sectors.