PT-Mark: Invisible Watermarking for Text-To-Image Diffusion Models Via Semantic-Aware Pivotal Tuning

Watermarking for diffusion images has drawn considerable attention due to the widespread use of text-to-image diffusion models and the increasing need for their copyright protection. Recently, advanced watermarking techniques, such as Tree Ring, integrate watermarks by embedding traceable pattern...

PT-2025-29017

Name of the Vulnerable Software and Affected Versions: Linux kernel affected versions not specified Description: A potential division-by-zero error exists in the em compute costs function within the Linux kernel’s power management PM and energy management EM subsystems. This occurs when a non-CPU...

[SECURITY] Fedora 42 Update: perl-Devel-Cover-1.44-5.fc42

This module provides code coverage metrics for Perl. Code coverage metrics describe how thoroughly tests exercise code. By using Devel::Cover you can discover areas of code not exercised by your tests and determine which tests to create to increase coverage. Code coverage can be considered as an...

Provable Secure Steganography Based on Adaptive Dynamic Sampling

The security of private communication is increasingly at risk due to widespread surveillance. Steganography, a technique for embedding secret messages within innocuous carriers, enables covert communication over monitored channels. Provably Secure Steganography PSS is state of the art for making...

DEBIAN-CVE-2025-29769

libvips is a demand-driven, horizontally threaded image processing library. The heifsave operation could incorrectly determine the presence of an alpha channel in an input when it was not possible to determine the colour interpretation, known internally within libvips as "multiband". There aren't...

PT-2026-48232

Name of the Vulnerable Software and Affected Versions image-size versions 1.1.0 through 1.2.0 image-size versions 2.0.0 through 2.0.1 Description A denial of service issue exists when processing specially crafted images with zero-sized boxes. Remote attackers can cause an application hang by...

The 2025 WAF Wave from the Other Side

Forrester just published its 2025 Web application Firewall Wave. As a former industry analyst, and as a contributor on the vendor side for Imperva cough, a leader in the report, cough, let me share some reactions on the shape of this report. The Center of the Universe The first top level header H...

AIs as Trusted Third Parties

This is a truly fascinating paper: "Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography." The basic idea is that AIs can act as trusted third parties: Abstract: We often interact with untrusted parties. Prioritization of privacy can limit t...

Why Most Microsegmentation Projects Fail—And How Andelyn Biosciences Got It Right

Most microsegmentation projects fail before they even get off the ground—too complex, too slow, too disruptive. But Andelyn Biosciences proved it doesn't have to be that way. Microsegmentation: The Missing Piece in Zero Trust Security Security teams today are under constant pressure to defend...

Helping us help you: Practical applications of AI in the SOC

Security teams can be understandably hesitant to integrate artificial intelligence AI into incident response workflows. A single mistaken action could lead to widespread disruption, monetary loss, or reputational harm. Meanwhile, attackers are increasingly leveraging AI to enhance the scale and...

Who is the DOGE and X Technician Branden Spikes?

At 49, Branden Spikes isn't just one of the oldest technologists who has been involved in Elon Musk's Department of Government Efficiency DOGE. As the current director of information technology at X/Twitter and an early hire at PayPal , Zip2 ,Tesla and SpaceX , Spikes is also among Musk's most...

The Future of AI in Workplace Management

Discover how artificial intelligence is shaping the future of workplace management, from optimizing efficiency to enhancing employee experience.…...

How to Automate Security Questionnaires and Reduce Response Time

Security questionnaires take a lot of time and repetitively answering the same questions manually chews up business time…...

How Payment Orchestration Enhances Business Efficiency

Payment Orchestration Platforms streamline transactions by routing payments through multiple providers, reducing costs, boosting approval rates, and enhancing…...

Trump 2.0 Brings Cuts to Cyber, Consumer Protections

One month into his second term, President Trump's actions to shrink the government through mass layoffs, firings and withholding funds allocated by Congress have thrown federal cybersecurity and consumer protection programs into disarray. At the same time, agencies are battling an ongoing effort ...

Efficiency? Security? When the quest for one grants neither.

Welcome to this week's edition of the Threat Source newsletter. Benjamin Franklin once said, "Those who would give up essential Liberty, to purchase a little temporary Safety, deserve neither Liberty nor Safety." In much the same way, those who rush for efficiency without taking into account...

Elon Musk’s DOGE Is Being Sued Under the Privacy Act: What to Know

At least eight ongoing lawsuits related to the so-called Department of Government Efficiency’s alleged access to sensitive data hinge on the Watergate-inspired Privacy Act of 1974. But it’s not airtight...

10 Key SOC Challenges and How AI Addresses Them

SOC challenges like alert fatigue, skill shortages and slow response impact cybersecurity. AI-driven solutions enhance SOC efficiency, automation…...

AI and Civil Service Purges

Donald Trump and Elon Musk's chaotic approach to reform is upending government operations. Critical functions have been halted, tens of thousands of federal staffers are being encouraged to resign, and congressional mandates are being disregarded. The next phase: The Department of Government...

The Evolving Role of PAM in Cybersecurity Leadership Agendas for 2025

Privileged Access Management PAM has emerged as a cornerstone of modern cybersecurity strategies, shifting from a technical necessity to a critical pillar in leadership agendas. With the PAM market projected to reach $42.96 billion by 2037 according to Research Nester, organizations invest heavil...