Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Understanding Common Issues in LLM Accuracy

Large language models transform how people interact with AI technology. Despite impressive capabilities, these systems struggle with consistent LLM accuracy. Users frequently encounter false information, logical errors, and confused responses. Many organizations deploy LLM-powered applications without understanding these limitations. The consequences range from minor inconveniences to major business disasters. Engineers need practical knowledge about accuracy challenges.

DeepSeek-V3: The AI Beast with 671 Billion Parameters - Game Changer or Privacy Nightmare?

Executive Summary DeepSeek is one of the biggest AI-based systems that originated in China, some serious cyberattacks recently disrupted its services, especially affecting new user registrations. It is not yet clear how it has been done. However, based on analysis and experience, people believe it was a Distributed Denial of Service (DDoS) attack against the system, as a DDoS attack simply sends too much traffic to any given system that causes downtime.

Is DeepSeek's Latest Open-source R1 Model Secure?

DeepSeek’s latest large language models (LLMs), DeepSeek-V3 and DeepSeek-R1, have captured global attention for their advanced capabilities, cost-efficient development, and open-source accessibility. These innovations have the potential to be transformative, empowering organizations to seamlessly integrate LLM-based solutions into their products. However, the open-source release of such powerful models also raises critical concerns about potential misuse, which must be carefully addressed.

5 Ways AI Helps Small Agencies Scale Efficiently and Affordably

There are always hurdles that should be considered before expanding an agency. Reaching a larger market is one of those, and it requires a bigger budget. Trying to grow always presented the same issue. Every time I wanted to scale up, I hit a wall because I did not have enough resources. It was quite a predicament. Does this ring a bell? There's some good news though - AI has leveled the playing field. Now, if you're a small agency wanting to step up your game, let me tell you some golden nuggets I've learned. Use these 5 tips if you're going to scale your business like I did.

OWASP Top 10 LLM Applications 2025 - Critical Vulnerabilities & Risk Mitigation

The release of the OWASP Top 10 for LLM Applications 2025 provides a comprehensive overview of the evolving security challenges in the world of Large Language Models (LLMs). With advancements in AI, the adoption of LLMs like GPT-4, LaMDA, and PaLM has grown, but so have the risks. The new 2025 list builds upon the foundational threats outlined in previous years, reflecting the changing landscape of LLM security.

Best Practices for Protecting PII: How To Secure Sensitive Data

Protecting PII has never been more crucial. In today’s digital world, where data breaches are rampant, ensuring PII data security is essential to maintain trust and compliance with regulations like GDPR and CCPA. PII protection safeguards sensitive personal information, such as names, addresses, and social security numbers, from cyber threats, identity theft, and financial fraud.

API ThreatStats Report 2025: The Convergence of AI and API Security

This is it! The 2025 Annual API ThreatStats Report! The Wallarm Research team has collected and analyzed all the API threat data for 2024 and produced this annual report, shining a spotlight on the rising threat of API attacks targeting AI applications. The latest report explores the top API threats, identifies key trends, and provides actionable insights that can help you strengthen your API Security program, with an emphasis on identifying and protecting your AI applications from API security issues. This report includes an update to our dynamic API Security Top 10 as well. In this webinar, you will learn about.

Building AI and LLM Inference in Your Environment? Be Aware of These Five Challenges

Building AI and LLM inference and integrating it in your environment are major initiatives, and for many organizations, the most significant undertaking since cloud migration. As such, it’s crucial to begin the journey with a full understanding of the decisions to be made, the challenges to overcome, and the pitfalls to be avoided along the way.

Top Tech Trends Shaping the Future of Multifamily Marketing

The multifamily housing market is evolving rapidly. As technology advances, so do the strategies that property managers and marketers use to attract new tenants. Gone are the days of relying solely on flyers or newspaper ads. Today, digital tools are the key to staying ahead in a competitive market. Even several reports suggest that renters prefer digital communication and online services when interacting with property managers. This shift means that adopting the latest tech trends has become a necessity.