Insider-Threat

Модели графов для угроз изнутри R5.2 и R6.2 Этот репозиторий содержит подготовку данных, извлечение признаков и графовые модели GCN-NN, GCN-BiLSTM и GCN-BiLSTM+Attention для неявных+явных сигналов для обнаружения угроз изнутри с использованием набора данных CMU CERT Insider Threat Test Dataset...

CVE-2024-0311

CVE-2024-0311 ? Это PoC для того, что, как я считаю , является CVE-2024-0311, SB10418. Злоумышленник изнутри может обойти существующую политику Skyhigh Client Proxy без действующего кода выпуска. Много деталей. Очень эксплойт. ¯\ツ /¯ PoC внедряется в процесс SCPBypass.exe, запущенный пользователе...

ThreatDetect

ThreatDetect ThreatDetect est un prototype de détection des menaces internes basé sur Streamlit qui analyse les données d'activité des employés et signale les comportements potentiellement risqués. Il utilise un classifieur XGBoost entraîné ainsi qu'un détecteur d'anomalies Isolation Forest pour...

MOLE: Detecting Insider Threats in AI Agents

Model misalignment, prompt injection, or operator misuse could lead AI agents operating frontier-lab accounts to exfiltrate model weights, poison training data, or weaken release gates. Existing benchmarks do not test whether defenders can detect this activity among routine work under a limited...

A Bayesian Correlated Equilibrium for Early Insider-Threat Detection

We model insider threat detection as a dynamic Bayesian game in which a platform coordinates a committee of strategic certifiers to sustain equilibrium among honest users and detect malicious deviations before exfiltration. Certifiers and users operate under a Bayesian Temporal Correlated...

North Korean Job Fraud Expands Beyond IT Into Healthcare and Sales

Threat actors with ties to the Democratic People's Republic of Korea aka DPRK or North Korea have been observed seeking job opportunities beyond the information technology IT sector, with recent investigations identifying suspected workers employed in sales and marketing and the medical professio...

attackgen v0.16.0

AttackGen AttackGen is a cybersecurity incident response testing tool that leverages the power of large language models and the comprehensive MITRE ATT&CK and ATLAS frameworks. The tool generates tailored incident response scenarios based on user-selected threat actor groups, AI attack case...

Workplace Surveillance and Insider Threat Risk Management: Legal Limits and Privacy Harms

Workplace surveillance is used by organizations to protect corporate assets and monitor employee productivity. This research presents two central arguments on workplace surveillance: although surveillance serves legitimate organizational purposes, over-surveillance can violate legal requirements...

EUVD-2026-62468

Renovate versions from 42.68.1 before 42.96.3 and from 42.68.1 before 43.4.4, including corresponding Docker images renovate/renovate, mend/renovate-ce, renovate-ee-server, renovate-ee-worker =13.3.0 13.6.0, fail to restrict environment variables to an allowlist when spawning child processes. As ...

Weaponized AI: The Commoditization of Cybercrime

Weaponized AI: The Commoditization of Cybercrime By Jambul Tologonov · August 12, 2026 Executive Summary The Trellix Advanced Research Center has been actively monitoring dark web forums and criminal communication channels for emerging threats tied to artificial intelligence AI. What we are...

The inside job that cost ransomware victims millions

When a ransomware crew locks up your servers, the outside negotiator you hire has to know everything about you so that they can negotiate a smaller ransom payment. You tell them what your cyber-insurance covers and what your board is willing to pay. You have to. That's the whole reason you hire...

Rogue Agent Flaw Could Have Let Attackers Hijack Google Dialogflow CX Chatbots

A critical flaw in Google's Dialogflow CX could have let an attacker with edit rights on one Code Block-enabled agent compromise other Code Block-enabled agents in the same Google Cloud project. From there, they could read live conversations, steal the data users shared, and make the bots send...

Malicious Package

Overview @lexisnexisrisk/insider-threat-platform is a malicious package. This package contains malicious code, and its content was removed from the official package manager. While this package might be attempting to impersonate a valid organization, there is no connection between that organizatio...

Malicious code in @lexisnexisrisk/insider-threat-platform (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware dae189d0977c5458ccfe6ac903cf5014acf0e73277c22ad68edf683813066398 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

MAL-2026-6629 Malicious code in @lexisnexisrisk/insider-threat-platform (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware dae189d0977c5458ccfe6ac903cf5014acf0e73277c22ad68edf683813066398 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

EUVD-2025-210211

Netskope is notified about a potential gap in its Netskoped Client for Windows systems where a malicious insider with admin privileges can lead to bypassing the NSClient Tamper Protections due to weak Discretionary Access Control List DACLs on the service object and related registry keys,. Produc...

CVE-2025-15642 Netskope Client Service Insufficient Access Controls

Netskope is notified about a potential gap in its Netskoped Client for Windows systems where a malicious insider with admin privileges can lead to bypassing the NSClient Tamper Protections due to weak Discretionary Access Control List DACLs on the service object and related registry keys,. Produc...

PT-2026-50185

Netskope was notified about a potential gap in its Netskope Client for Windows systems where a malicious insider with administrative privileges can potentially tamper with the customer IOCTL by sending crafted IOCTL requests to the driver. A successful exploit can result in the bypassing of all...

OrgForge-IT: A Verifiable Synthetic Benchmark for LLM-Based Insider Threat Detection

Synthetic insider threat benchmarks face a consistency problem: corpora generated without an external factual constraint cannot rule out cross-artifact contradictions. The CERT dataset -- the field's canonical benchmark -- is also static, lacks cross-surface correlation scenarios, and predates th...

Hardening Confidential Federated Compute against Side-Channel Attacks

In this work, we identify a set of side-channels in our Confidential Federated Compute platform that a hypothetical insider could exploit to circumvent differential privacy DP guarantees. We show how DP can mitigate two of the side-channels, one of which has been implemented in our open-source...