Integrating Multi-Agent Simulation, Behavioral Forensics, and Trust-Aware Machine Learning for Adaptive Insider Threat Detection

We present a hybrid framework for adaptive insider-threat detection that tightly integrates multi-agent simulation MAS, layered Security Information and Event Management SIEM correlation, behavioral and communication forensics, trust-aware machine learning, and Theory-of-Mind ToM reasoning...

Enhancing Security Awareness with Cyber Risk Exposure Management

Learn how to strategically tackle human risk for smarter prioritization and lasting behavioral change...

Enhancing security awareness with cyber risk exposure management

Learn how to strategically tackle human risk for smarter prioritization and lasting behavioral change...

2026 API and AI Security Predictions: What Experts Expect in the Year Ahead

This is a predictions blog. We know, we know; everyone does them, and they can get a bit same-y. Chances are, you’re already bored with reading them. So, we’ve decided to do things a little bit differently this year. Instead of bombarding you with just our own predictions, we’ve decided to cast t...

BEACON: A Unified Behavioral-Tactical Framework for Explainable Cybercrime Analysis with Large Language Models

Cybercrime increasingly exploits human cognitive biases in addition to technical vulnerabilities, yet most existing analytical frameworks focus primarily on operational aspects and overlook psychological manipulation. This paper proposes BEACON, a unified dual-dimension framework that integrates...

EUVD-2025-200004

Improper Enforcement of Behavioral Workflow vulnerability in Seneka Software Hardware Information Technology Trade Contracting and Industry Ltd. Co. Onaylarım allows Functionality Misuse.This issue affects Onaylarım: from 25.09.26.01 through 18112025...

CVE-2025-13129

Improper Enforcement of Behavioral Workflow vulnerability in Seneka Software Hardware Information Technology Trade Contracting and Industry Ltd. Co. Onaylarım allows Functionality Misuse. This issue affects Onaylarım: from 25.09.26.01 through 18112025...

CVE-2025-13129

The CVE-2025-13129 entry describes an Improper Enforcement of Behavioral Workflow vulnerability in the Onaylarım system from Seneka Software (Seneka Onaylarım). Affects Onaylarım versions 25.09.26.01 through 18112025 and enables Functionality Misuse due to incorrect behavioral workflow enforcemen...

CVE-2025-13129 Business Logic Error in Seneka Software's Onaylarım

Improper Enforcement of Behavioral Workflow vulnerability in Seneka Software Hardware Information Technology Trade Contracting and Industry Ltd. Co. Onaylarım allows Functionality Misuse. This issue affects Onaylarım: from 25.09.26.01 through 18112025...

CVE-2025-13129 Business Logic Error in Seneka Software's Onaylarım

Improper Enforcement of Behavioral Workflow vulnerability in Seneka Software Hardware Information Technology Trade Contracting and Industry Ltd. Co. Onaylarım allows Functionality Misuse. This issue affects Onaylarım: from 25.09.26.01 through 18112025...

PT-2025-48447

Name of the Vulnerable Software and Affected Versions Onaylarım versions 25.09.26.01 through 18112025 Description An improper enforcement of behavioral workflow issue exists in Onaylarım. This allows for functionality misuse. Recommendations Update Onaylarım to a version later than 18112025...

Cross-LLM Generalization of Behavioral Backdoor Detection in AI Agent Supply Chains

As AI agents become integral to enterprise workflows, their reliance on shared tool libraries and pre-trained components creates significant supply chain vulnerabilities. While previous work has demonstrated behavioral backdoor detection within individual LLM architectures, the critical question ...

Steering in the Shadows: Causal Amplification for Activation Space Attacks in Large Language Models

Modern large language models LLMs are typically secured by auditing data, prompts, and refusal policies, while treating the forward pass as an implementation detail. We show that intermediate activations in decoder-only LLMs form a vulnerable attack surface for behavioral control. Building on...

CVE-2025-13239 Bdtask/CodeCanyon Isshue Multi Store eCommerce Shopping Cart Solution submit_checkout behavioral workflow

A security vulnerability has been detected in Bdtask/CodeCanyon Isshue Multi Store eCommerce Shopping Cart Solution 5. Affected by this issue is some unknown functionality of the file /submitcheckout. Such manipulation of the argument ordertotalamount/carttotalamount leads to enforcement of...

How Malwarebytes stops the ransomware attack that most security software can’t see

Imagine this scenario: Your protection software is running perfectly. Systems are protected, definitions are up to date, behavioral analysis is active. Then, suddenly, files across your network start getting encrypted. Backups are being deleted. Ransom notes appear across your machines. Your...

Falco 0.42.1

Sysdig Falco is a behavioral activity monitoring agent that is open source and comes with native support for containers. Falco lets you define highly granular rules to check for activities involving file and network activity, process execution, IPC, and much more, using a flexible syntax. Falco...

Singling out People without Knowing Their Names - Behavioural Targeting, Pseudonymous Data, and the New Data Protection Regulation

Information about millions of people is collected for behavioural targeting, a type of marketing that involves tracking people's online behaviour for targeted advertising. It is hotly debated whether data protection law applies to behavioural targeting. Many behavioural targeting companies say...

AAGATE: A NIST AI RMF-Aligned Governance Platform for Agentic AI

This paper introduces the Agentic AI Governance Assurance & Trust Engine AAGATE, a Kubernetes-native control plane designed to address the unique security and governance challenges posed by autonomous, language-model-driven agents in production. Recognizing the limitations of traditional...

CVE-2025-61301

Denial-of-analysis in reporting/mongodb.py and reporting/jsondump.py in CAPEv2 commit 52e4b43, on 2025-05-17 allows attackers who can submit samples to cause incomplete or missing behavioral analysis reports by generating deeply nested or oversized behavior data that trigger MongoDB BSON limits o...

CAPE 安全漏洞

CAPE is a malware sandbox by the individual developer Kevin OReilly. CAPE has a security vulnerability that stems from an analysis denial vulnerability in reporting/mongodb.py and reporting/jsondump.py, which allows an attacker to submit samples to generate deeply nested or oversized behavioral...