18881 matches found
From Detection to Response: A Deep Learning and Retrieval-Augmented Generation Framework for Network Intrusion Mitigation
Machine-learning-based Intrusion Detection Systems IDS have achieved impressive accuracy in classifying network attacks, yet they consistently fall short on the question that matters most to a security analyst: what should I do next? This paper presents a unified, end-to-end framework that closes...
A No-Defense Defense against Gradient-Based Adversarial Attacks on ML-NIDS: Is Less More?
Gradient-based adversarial attacks subtly manipulate inputs of Machine Learning ML models to induce incorrect predictions. This paper investigates whether careful architectural choices alone can yield an inherently robust Deep Neural Network DNN-based Network Intrusion Detection Systems NIDS,...
Agent Security Is a Systems Problem
We take the position that agent security must be approached as a systems problem: the AI model powering the agent must be treated as an untrusted component, and security invariants must be enforced at the system level. Through this lens, efforts to increase model robustness the dominant viewpoint...
Exploit for CVE-2026-0265
CVE-2026-0265 Risk Checker for Palo Alto PAN-OS A Python script...
A Red Teaming Framework for Evaluating Robustness of AI-Enabled Security Orchestration, Automation, and Response Systems
AI-enabled Security Orchestration, Automation, and Response SOAR systems increasingly employ autonomous agents for cyber defense, yet their resilience to adaptive adversaries is underexplored. We introduce an autonomous red teaming framework that integrates large language models LLMs with...
Filter-Then-Verify: A Multiphase GNN and ModernBERT Framework for Social Engineering Detection in Email Networks
Social engineering attacks exploit human trust rather than software vulnerabilities, making them difficult to detect using conventional filters. We propose a two-stage filter-then-verify framework combining inductive Graph Neural Networks GNNs for structural anomaly detection with a co-attention...
[SECURITY] Fedora 44 Update: dnsmasq-2.92rel2-9.fc44
Dnsmasq is lightweight, easy to configure DNS forwarder and DHCP server. It is designed to provide DNS and, optionally, DHCP, to a small network. It can serve the names of local machines which are not in the global DNS. The DHCP server integrates with the DNS server and allows machines with...
CVE-2026-0235
A race condition vulnerability in Palo Alto Networks Prisma® Browser enables a locally authenticated non-admin user to bypass certain access and data control policies...
CVE-2026-41957
creationtimestamp| type| source ---|---|--- 2026-05-14 18:00:00+00:00| seen| https://www.hkcert.org/security-bulletin/f5-products-multiple-vulnerabilities20260515...
CVE-2026-44515 Nextcloud News: Authenticated blind SSRF via feed URL
Nextcloud News is an RSS/Atom feed reader. Prior to 28.3.0-beta.1, Nextcloud News allows authenticated users to add feeds by providing a feed URL via the web interface or the API. In affected versions, an authenticated attacker could provide a URL pointing to internal/private IP ranges or...
CVE-2026-42281
MagicMirror² is an open source modular smart mirror platform. Prior to 2.36.0, an unauthenticated Server-Side Request Forgery SSRF vulnerability in the /cors endpoint allows any remote attacker to force the MagicMirror² server to perform arbitrary HTTP requests to internal networks, cloud metadat...
ThreatsDay Bulletin: PAN-OS RCE, Mythos cURL Bug, AI Tokenizer Attacks, and 10+ Stories
Everything is still on fire. This week feels dumb in the worst way — bad links, weak checks, fake help desks, shady forum posts, and people turning supply chain attacks into some cursed little game for clout and cash. Half of it feels new. Half of it feels like crap we should have fixed years ago...
CVE-2026-42281 MagicMirror²: Unauthenticated SSRF via /cors endpoint
MagicMirror² is an open source modular smart mirror platform. Prior to 2.36.0, an unauthenticated Server-Side Request Forgery SSRF vulnerability in the /cors endpoint allows any remote attacker to force the MagicMirror² server to perform arbitrary HTTP requests to internal networks, cloud metadat...
CVE-2026-0246
creationtimestamp| type| source ---|---|--- 2026-05-14 06:51:24+00:00| seen| https://www.acn.gov.it/portale/w/vulnerabilita-in-prodotti-palo-alto-networks-1...
CVE-2026-0259
creationtimestamp| type| source ---|---|--- 2026-05-14 06:51:24+00:00| seen| https://www.acn.gov.it/portale/w/vulnerabilita-in-prodotti-palo-alto-networks-1 2026-05-28 19:03:28+00:00| seen| https://bsky.app/profile/ripjyr.bsky.social/post/3mmwpl4c2xi2u 2026-05-28 23:03:23+00:00| seen|...
CVE-2026-0240
creationtimestamp| type| source ---|---|--- 2026-05-14 06:51:24+00:00| seen| https://www.acn.gov.it/portale/w/vulnerabilita-in-prodotti-palo-alto-networks-1 2026-07-13 17:29:59+00:00| seen| https://bsky.app/profile/kriptabiz.bsky.social/post/3mqk7scfxqw2e...
CVE-2026-0241
creationtimestamp| type| source ---|---|--- 2026-05-14 06:51:24+00:00| seen| https://www.acn.gov.it/portale/w/vulnerabilita-in-prodotti-palo-alto-networks-1 2026-07-13 16:53:29+00:00| seen| https://bsky.app/profile/kriptabiz.bsky.social/post/3mqk5qzqtfx2e...
CVE-2026-0244
creationtimestamp| type| source ---|---|--- 2026-05-14 06:51:24+00:00| seen| https://www.acn.gov.it/portale/w/vulnerabilita-in-prodotti-palo-alto-networks-1...