CVE-2010-1579

Unspecified vulnerability in the SunRPC inspection feature on Cisco Adaptive Security Appliances ASA 5500 series devices with software 7.2 before 7.25, 8.0 before 8.05.19, 8.1 before 8.12.47, and 8.2 before 8.22 and Cisco PIX Security Appliances 500 series devices allows remote attackers to cause...

CVE-2011-2060

The platform-sw component on Cisco Adaptive Security Appliances ASA 5500 series devices with software 8.2 before 8.25.3, 8.3 before 8.32.20, and 8.4 before 8.42.1 does not properly handle non-ASCII characters in an interface description, which allows local users to cause a denial of service reloa...

CVE-2015-9423

The PlugNedit Adaptive Editor plugin before 6.2.0 for WordPress has XSS via wp-admin/admin-ajax.php?action=simplefieldsfieldtypepostdialogload PlugneditBGColor, PlugneditEditorMargin, plugneditwidth, pnemedcount, or plugneditcontent parameters...

CVE-2013-5544

The VPN authentication functionality in Cisco Adaptive Security Appliance ASA Software allows remote attackers to cause a denial of service device reload by sending many username-from-cert IKE requests, aka Bug ID CSCua91108...

Adaptive Plan-Execute Framework for Smart Contract Security Auditing

Large Language Models LLMs have shown great promise in code analysis and auditing; however, they still struggle with hallucinations and limited context-aware reasoning. We introduce SmartAuditFlow, a novel Plan-Execute framework that enhances smart contract security analysis through dynamic audit...

VulnCheck KEV: CVE-2020-3187

A vulnerability in the web services interface of Cisco Adaptive Security Appliance ASA Software and Cisco Firepower Threat Defense FTD Software could allow an unauthenticated, remote attacker to conduct directory traversal attacks and obtain read and delete access to sensitive files on a...

CVE-2009-4917

Unspecified vulnerability on Cisco Adaptive Security Appliances ASA 5580 series devices with software before 8.12 allows remote attackers to cause a denial of service device reload via a high volume of SIP traffic, aka Bug ID CSCsr65901...

CVE-2009-4916

Unspecified vulnerability on Cisco Adaptive Security Appliances ASA 5580 series devices with software before 8.12 allows remote authenticated users to cause a denial of service console hang via a login action during failover replication, aka Bug ID CSCsq80095...

Lumma Stealer: Breaking down the delivery techniques and capabilities of a prolific infostealer

Over the past year, Microsoft observed the persistent growth and operational sophistication of Lumma Stealer, an infostealer malware used by multiple financially motivated threat actors to target various industries. Our investigation into Lumma Stealer’s distribution infrastructure reveals a...

Real-Time Detection of Insider Threats Using Behavioral Analytics and Deep Evidential Clustering

Insider threats represent one of the most critical challenges in modern cybersecurity. These threats arise from individuals within an organization who misuse their legitimate access to harm the organization's assets, data, or operations. Traditional security mechanisms, primarily designed for...

Lessons from Defending Gemini against Indirect Prompt Injections

Gemini is increasingly used to perform tasks on behalf of users, where function-calling and tool-use capabilities enable the model to access user data. Some tools, however, require access to untrusted data introducing risk. Adversaries can embed malicious instructions in untrusted data which caus...

Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking

Logit-based LLM watermarking traces and verifies AI-generated content by maintaining green and red token lists and increasing the likelihood of green tokens during generation. However, it fails in low-entropy scenarios, where predictable outputs make green token selection difficult without...

Adaptive Pruning of Deep Neural Networks for Resource-Aware Embedded Intrusion Detection on the Edge

Artificial neural network pruning is a method in which artificial neural network sizes can be reduced while attempting to preserve the predicting capabilities of the network. This is done to make the model smaller or faster during inference time. In this work we analyze the ability of a selection...

DynaNoise: Dynamic Probabilistic Noise Injection for Defending against Membership Inference Attacks

Membership Inference Attacks MIAs pose a significant risk to the privacy of training datasets by exploiting subtle differences in model outputs to determine whether a particular data sample was used during training. These attacks can compromise sensitive information, especially in domains such as...

MorphMark: Flexible Adaptive Watermarking for Large Language Models

Watermarking by altering token sampling probabilities based on red-green list is a promising method for tracing the origin of text generated by large language models LLMs. However, existing watermark methods often struggle with a fundamental dilemma: improving watermark effectiveness the...

DataSentinel: a Game-Theoretic Detection of Prompt Injection Attacks

LLM-integrated applications and agents are vulnerable to prompt injection attacks, where an attacker injects prompts into their inputs to induce attacker-desired outputs. A detection method aims to determine whether a given input is contaminated by an injected prompt. However, existing detection...

RAN Tester UE: an Automated Declarative UE Centric Security Testing Platform

Cellular networks require strict security procedures and measures across various network components, from core to radio access network RAN and end-user devices. As networks become increasingly complex and interconnected, as in O-RAN deployments, they are exposed to a numerous security threats...

Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning

The security of cloud environments, such as Amazon Web Services AWS, is complex and dynamic. Static security policies have become inadequate as threats evolve and cloud resources exhibit elasticity 1. This paper addresses the limitations of static policies by proposing a security policy managemen...

Not able to provision Adaptive Auth appliances

Adaptive Auth provision failed with error: Deployment provision failed...

Privacy-Preserving Credit Card Approval Using Homomorphic SVM: toward Secure Inference in FinTech Applications

The growing use of machine learning in cloud environments raises critical concerns about data security and privacy, especially in finance. Fully Homomorphic Encryption FHE offers a solution by enabling computations on encrypted data, but its high computational cost limits practicality. In this...