Private Federated Learning Using Preference-Optimized Synthetic Data

In practical settings, differentially private Federated learning DP-FL is the dominant method for training models from private, on-device client data. Recent work has suggested that DP-FL may be enhanced or outperformed by methods that use DP synthetic data Wu et al., 2024; Hou et al., 2024. The...

PT-2025-6122 · Sap · Sap Netweaver +1

Name of the Vulnerable Software and Affected Versions: SAP NetWeaver and ABAP Platform versions prior to the fixed version Description: The issue is caused by a missing authorization check in an RFC enabled function module in the transaction SDCCN. This allows an unauthenticated attacker to...

Synthetic Solutions: Redefining Cybersecurity Through Data Generation in the Face of Hacking

By Owais Sultan Cybersecurity is a constant battleground where hackers continuously devise new strategies to breach defences, jeopardizing sensitive information and… This is a post from HackRead.com Read the original post: Synthetic Solutions: Redefining Cybersecurity Through Data Generation in t...

Race Condition

@web3-react is vulnerable to a Race Condition. In the event that the user switches chains during the connection flow, the chainId may become outdated, making any data generated from it potentially inaccurate. An application that swaps between chains for instance, can cause the user to tokens mone...

CVE-2023-27890

The Export User plugin through 2.0 for MyBB allows XSS during the process of an admin generating DSGVO data for a user, via the Custom User Title, Location, or Bio field. NOTE: This vulnerability only affects products that are no longer supported by the maintainer...

CVE-2023-27890

The Export User plugin through 2.0 for MyBB allows XSS during the process of an admin generating DSGVO data for a user, via the Custom User Title, Location, or Bio field. NOTE: This vulnerability only affects products that are no longer supported by the maintainer...

389-ds:1.4 bug fix update

389 Directory Server is an LDAP version 3 LDAPv3 compliant server. The base packages include the Lightweight Directory Access Protocol LDAP server and command-line utilities for server administration. Bug Fixes: Entries conflict not resolved by replication BZ1904347 Duplicate entryUSN numbers for...

Akamai Edge Cloud: Scaling IoT, Part 1

The Internet of Things IoT ecosystem is an exciting emerging market that is disrupting the way we design infrastructure to support businesses. Smart devices, homes, cities, cars, and automation supporting the Industry 4.0 industrial revolution are all placing new demands on existing internet...

P = NP: Cloud data protection in vulnerable non-production environments

Data is the holy grail of your cloud workloads for attackers. Data breaches are the kind of breaches that make the news. With the recent European Union General Data Protection Regulations GDPR, they will make even bigger headlines. From an enterprise point of view, the most challenging aspect of...

AutoTTP - Automated Tactics Techniques & Procedures

Automated Tactics Techniques & Procedures. Re-running complex sequences manually for regression tests, product evaluations, generate data for researchers & so on can be tedious. I toyed with the idea of making it easier to script Empire or any frameworks/products/toolkits that provide APIs like...

SUSE-SU-2017:3025-1 Security update for xorg-x11-server

This update for xorg-x11-server provides several fixes. These security issues were fixed: - CVE-2017-13723: Prevent local DoS via unusual characters in XkbAtomText and XkbStringText bsc1051150. - Improve the entropy when generating random data used in X.org server authorization cookies generation...

Fuzzing Android: tap the Android system components components of vulnerability-vulnerability warning-the black bar safety net

Full-text overview This article focuses on one can be used to find Android system components in the different types of vulnerability fuzzing method. This article describes a General purpose vulnerability discovery method, and he is how applications on Android platform. The following is a has been...

Beaker Incorrect Label Escape Vulnerability

Beaker is a suite of open source software used to manage and automate test computers in laboratories. Beaker fails to properly escape tags in the search bar when generating JSON, allowing remote attackers to exploit vulnerabilities to inject malicious script or HTML code that can obtain sensitive...

IOCTL Fuzzer v1.2 Download

"IOCTL Fuzzer is a tool designed to automate the task of searching vulnerabilities in Windows kernel drivers by performing fuzz tests on them. The fuzzer's own driver hooks NtDeviceIoControlFile in order to take control of all IOCTL requests throughout the system. While processing IOCTLs, the...