PenTiDef: Enhancing Privacy and Robustness in Decentralized Federated Intrusion Detection Systems against Poisoning Attacks

The increasing deployment of Federated Learning FL in Intrusion Detection Systems IDS introduces new challenges related to data privacy, centralized coordination, and susceptibility to poisoning attacks. While significant research has focused on protecting traditional FL-IDS with centralized...

Recursive Language Models for Jailbreak Detection: A Procedural Defense for Tool-Augmented Agents

Jailbreak prompts are a practical and evolving threat to large language models LLMs, particularly in agentic systems that execute tools over untrusted content. Many attacks exploit long-context hiding, semantic camouflage, and lightweight obfuscations that can evade single-pass guardrails. We...

PT-2026-20963

Name of the Vulnerable Software and Affected Versions OpenClaw versions prior to 2026.2.15 Description OpenClaw embedded the current working directory workspace path into the agent system prompt without proper sanitization. An attacker could potentially exploit this by creating a directory with...

CVE-2026-0102 Microsoft Edge (Chromium-based) Defense in Depth Vulnerability

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CVE-2026-0102

CVE-2026-0102 affects Microsoft Edge (Chromium-based) with a vulnerability where, under specific conditions, a malicious webpage can trigger autofill population after two consecutive taps, potentially disclosing stored autofill data (addresses, email, phone number metadata). Connected documents i...

CVE-2026-0102 Microsoft Edge (Chromium-based) Defense in Depth Vulnerability

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Tenable vs. Hive Pro: Key Differences Explained

If your security team is drowning in a sea of vulnerability alerts and struggling to make sense of multiple risk scores, you know that more data doesn't always mean more clarity. “The right threat exposure management platform should cut through the noise, not add to it.” When evaluating your...

Delta Electronics ASDA-Soft

RISK EVALUATION Successful exploitation of this vulnerability may allow an attacker to write arbitrary data beyond the bounds of a stack-allocated buffer, leading to the corruption of a structured exception handler SEH. 2. RECOMMENDED PRACTICES CISA recommends users take defensive measures to...

GE Vernova Enervista UR Setup

RISK EVALUATION Successful exploitation of these vulnerabilities may allow code execution with elevated privileges. 2. RECOMMENDED PRACTICES CISA recommends users take defensive measures to minimize the risk of exploitation of these vulnerabilities, such as: Minimize network exposure for all...

Honeywell HIB2PI CCTV Camera (Update B)

RISK EVALUATION Successful exploitation of this vulnerability could lead to account takeovers and unauthorized access to camera feeds; an unauthenticated attacker may change the recovery email address, potentially leading to further network compromise. 2. RECOMMENDED PRACTICES CISA recommends...

CVE-2025-2418

URL Redirection to Untrusted Site 'Open Redirect' vulnerability in TR7 Cyber ​​Defense Inc. Web Application Firewall allows Phishing. This issue affects Web Application Firewall: from 4.30 before v1.4.0.117...

CVE-2025-2418

The CVE-2025-2418 entry concerns TR7 Cyber Defense Inc. Web Application Firewall and describes an Open Redirect vulnerability (URL redirection to untrusted site) that can enable phishing. Affected versions are Web Application Firewall 4.30 through 16022026. The reported impact is limited to URL r...

Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks

As the capabilities of large language models continue to advance, so does their potential for misuse. While closed-source models typically rely on external defenses, open-weight models must primarily depend on internal safeguards to mitigate harmful behavior. Prior red-teaming research has largel...

Exploiting Layer-Specific Vulnerabilities to Backdoor Attack in Federated Learning

Federated learning FL enables distributed model training across edge devices while preserving data locality. This decentralized approach has emerged as a promising solution for collaborative learning on sensitive user data, effectively addressing the longstanding privacy concerns inherent in...

Exploit for CVE-2026-25676

CVE-2026-25676 Research DLL Search Path Hijacking in M-Track Du...

Google Ties Suspected Russian Actor to CANFAIL Malware Attacks on Ukrainian Orgs

A previously undocumented threat actor has been attributed to attacks targeting Ukrainian organizations with malware known as CANFAIL. Google Threat Intelligence Group GTIG described the hacking group as possibly affiliated with Russian intelligence services. The threat actor is assessed to have...

Google Links China, Iran, Russia, North Korea to Coordinated Defense Sector Cyber Operations

Several state-sponsored actors, hacktivist entities, and criminal groups from China, Iran, North Korea, and Russia have trained their sights on the defense industrial base DIB sector, according to findings from Google Threat Intelligence Group GTIG. The tech giant's threat intelligence division...

Backdoor Attacks on Contrastive Continual Learning for IoT Systems

The Internet of Things IoT systems increasingly depend on continual learning to adapt to non-stationary environments. These environments can include factors such as sensor drift, changing user behavior, device aging, and adversarial dynamics. Contrastive continual learning CCL combines contrastiv...

The vulnerability of the Snort detection mechanism of Cisco Secure Firewall’s Threat Defense system allows a perpetrator to gain unauthorized access to confidential information.

The vulnerability of the Snort detection mechanism of Cisco Secure Firewall’s Threat Defense system is related to the disclosure of information. Exploiting this vulnerability could allow a malicious actor to gain unauthorized access to confidential information...

The vulnerability of the Snort detection mechanism of Cisco Secure Firewall’s Threat Defense (FTD) allows a perpetrator to trigger a service failure.

The vulnerability of the Snort detection mechanism of Cisco Secure Firewall’s Threat Defense FTD is related to a memory reclamation error. Exploiting this vulnerability could allow an attacker operating remotely to cause a service failure...