GMA-SAWGAN-GP: A Novel Data Generative Framework to Enhance IDS Detection Performance

Intrusion Detection System IDS is often calibrated to known attacks and generalizes poorly to unknown threats. This paper proposes GMA-SAWGAN-GP, a novel generative augmentation framework built on a Self-Attention-enhanced Wasserstein GAN with Gradient Penalty WGAN-GP. The generator employs...

A Novel Solution for Zero-Day Attack Detection in IDS Using Self-Attention and Jensen-Shannon Divergence in WGAN-GP

The increasing sophistication of cyber threats, especially zero-day attacks, poses a significant challenge to cybersecurity. Zero-day attacks exploit unknown vulnerabilities, making them difficult to detect and defend against. Existing approaches patch flaws and deploy an Intrusion Detection Syst...

Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks

Adversarial examples can represent a serious threat to machine learning ML algorithms. If used to manipulate the behaviour of ML-based Network Intrusion Detection Systems NIDS, they can jeopardize network security. In this work, we aim to mitigate such risks by increasing the robustness of NIDS...

nsl-monitoring.nl XSS vulnerability

Open Bug Bounty ID: OBB-660626 Description| Value ---|--- Affected Website:| nsl-monitoring.nl Open Bug Bounty Program:| Create your bounty program now. It's open and free. Vulnerable Application:| Custom Code Vulnerability Type:| XSS Cross Site Scripting / CWE-79 CVSSv3 Score:| 6.1...

nsl-monitoring.nl XSS vulnerability

Open Bug Bounty ID: OBB-640220 Description| Value ---|--- Affected Website:| nsl-monitoring.nl Open Bug Bounty Program:| Create your bounty program now. It's open and free. Vulnerable Application:| Custom Code Vulnerability Type:| XSS Cross Site Scripting / CWE-79 CVSSv3 Score:| 6.1...

nsl-monitoring.nl XSS vulnerability

Open Bug Bounty ID: OBB-625012 Description| Value ---|--- Affected Website:| nsl-monitoring.nl Open Bug Bounty Program:| Create your bounty program now. It's open and free. Vulnerable Application:| Custom Code Vulnerability Type:| XSS Cross Site Scripting / CWE-79 CVSSv3 Score:| 6.1...

In the picture, the added noise will be able to fool Google's best image recognition AI-vulnerability warning-the black bar safety net

! Recently, a group from the University of Washington, network security lab NSL's computer experts found that a malicious attacker can trick Google's CloudVision API, this will cause the API to the user-submitted images were incorrectly classified. In recent years, based on the AI of the image...

Yahoo Discloses Contents of Three National Security Letters

Yahoo today disclosed the contents of three National Security Letters it has received since 2013, the first time a company has made such a disclosure since the passage of the USA FREEDOM Act. Under the law, the FBI is now required to periodically review whether non-disclosure around National...

Reddit Removes NSL Warrant Canary from Transparency Report

Reddit’s latest transparency report is missing a nugget of information that was present in a previous report. Last year’s report included a warrant canary which stated that as of Jan. 29, 2015, Reddit had never received a National Security Letter, Foreign Intelligence Surveillance Court order or...

First AT&T Transparency Report Shows 2,000+ NSL Requests

AT&T, in its first transparency report, said that it received at least 2,000 National Security Letters and nearly 38,000 requests for location data on its subscribers in 2013. The new report from AT&T is the latest in a growing list of publications from telecom companies, Web providers and cell...

Google, Facebook, Yahoo File NSL Transparency Motions

Google, Yahoo and Facebook filed amended requests today with the U.S. Foreign Intelligence Surveillance Court FISC reiterating their desire to publish numbers on requests for user data related to national security. Google, meanwhile, went a step further asking for an open, public hearing with the...

CVE-2007-2475

Unspecified vulnerability in the ADSCHEMA utility in Novell SecureLogin NSL 6 SP1 before 6.0.106 has unknown impact and remote attack vectors, related to granting "users excess permissions to their own attributes."...

CVE-2007-2475

Affected product: Novell SecureLogin (NSL) 6 SP1 prior to 6.0.106, specifically the ADSCHEMA utility. Issue: A vulnerability that permits a user to gain excessive permissions to their own attributes in an Active Directory (AD) environment. Impact/notes: The vulnerability is described in the conne...

CVE-2007-2476

CVE-2007-2476 is associated with Novell SecureLogin (NSL) versions prior to 6.0.106 (NSL 6 SP1 and earlier). The connected Nessus data confirms multiple issues, including a vulnerability that could grant users excessive permissions to their own AD attributes and an additional security issue relat...