Understanding the Limitations of GNNSAT in SAT Heuristic Optimization

:::info Authors: (1) Ankur Nath, Department of Computer Science and Engineering, Texas A&M University; (2) Alan Kuhnle, Department of Computer Science and Engineering, Texas A&M University. ::: Table of Links Abstract & Introduction Related work Evaluation for Max-Cut Evaluation for SAT Summary and Outlook, References Supplementary Materials 4 EVALUATION for SAT 4.1 Problem Formulation 4.2 … Read more

Analyzing Learned Heuristics for Max-Cut Optimization

:::info Authors: (1) Ankur Nath, Department of Computer Science and Engineering, Texas A&M University; (2) Alan Kuhnle, Department of Computer Science and Engineering, Texas A&M University. ::: Table of Links Abstract & Introduction Related work Evaluation for Max-Cut Evaluation for SAT Summary and Outlook, References Supplementary Materials 3 EVALUATION for MAX-CUT 3.1 Problem Formulation 3.2 … Read more

Exploring Classical and Learned Local Search Heuristics for Combinatorial Optimization

:::info Authors: (1) Ankur Nath, Department of Computer Science and Engineering, Texas A&M University; (2) Alan Kuhnle, Department of Computer Science and Engineering, Texas A&M University. ::: Table of Links Abstract & Introduction Related work Evaluation for Max-Cut Evaluation for SAT Summary and Outlook, References Supplementary Materials 2 RELATED WORK As stated before, we will … Read more

Unveiling the Limits of Learned Local Search Heuristics: Are You the Mightiest of the Meek?

:::info Authors: (1) Ankur Nath, Department of Computer Science and Engineering, Texas A&M University; (2) Alan Kuhnle, Department of Computer Science and Engineering, Texas A&M University. ::: Table of Links Abstract & Introduction Related work Evaluation for Max-Cut Evaluation for SAT Summary and Outlook, References Supplementary Materials Abstract In recent years, combining neural networks with … Read more

Ensuring Fair Internet Access: Challenges and Solutions in Traffic Discrimination Detection

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

Why Wehe Struggles with TD Detection of HTTPS Traffic

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

Understanding the Shortcomings of Wehe on HTTPS Traffic Detection

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

Wehe: Hacking Traffic Differentiation Detection for Mobile Environments

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

Addressing Challenges in Network Response and Traffic Differentiation Detection

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

Techniques for Detecting Discrimination in Streaming Services

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool and Improvements

:::info Authors: (1) Vinod S. Khandkar and Manjesh K. Hanawal, Industrial Engineering and Operations Research Indian Institute of Technology Bombay, Mumbai, India and {vinod.khandkar, mhanawal}@iitb.ac.in. ::: Table of Links Abstract & Introduction Related Work and Background Challenges in TD Detection Measurement Setup Development Case Study : Wehe – TD Detection Tool for Mobile Environment Shortcoming … Read more

10 Steps to Write a Compelling About Me Page

One of the important steps to comply with E-E-A-T (experience,  expertise, authoritativeness, and trustworthiness) is creating an “about page” that effectively describes your brand and its values. Plus, it is essential to be transparent with your audience by showcasing who is behind the brand and their qualifications. This not only helps to establish credibility but … Read more

Cheqd, Andromeda, and Devolved AI: Uniting to Build a Trust-Centric Digital World

Cheqd’s Strategic Partnerships Forge the Future of Trusted Data Economies At Paris Blockchain Week, cheqd announced its breakthrough relationships with Andromeda and Devolved AI. They will transform Trusted Data and prioritize data protection and user autonomy. Cheqd has a mission to provide individuals and businesses unparalleled control over data management and mobility via this confluence … Read more

Unlocking IaC Part 5: What Is Git Branching?

*This post assumes you have worked through the previous 4 articles in this series. If you feel lost, check them out Part 1, Part 2, Part 3 & Part 4. Back when I was first learning to code, I had this terrible habit of constantly overwriting my progress by saving the same file, repeatedly. I’d … Read more

UX Considerations for Better Multi-Factor Authentication

Keeping online identities and sensitive data safe is always critical. Cyberthreats are constantly growing more sophisticated, so defenses must grow with them. Part of keeping users’ information secure is through multifactor authentication (MFA). This tool adds layers of protection beyond the traditional password. Although MFA can enhance security, developers should also implement it to improve … Read more

Exploring React Error Boundaries For A More Robust Application

Introduction Error handling is an essential aspect of building robust and reliable applications. In React, error boundaries serve as a mechanism to efficiently capture Javascript errors during rendering, lifecycle methods, and in constructors of the whole tree below them. Error boundaries prevent those errors from crashing the entire application and provide a way to gracefully … Read more

XDR: Trends and Predictions for 2024

Extended Detection and Response (XDR) is a security strategy that integrates multiple protection tools into a unified system. It provides a view of threats across multiple IT silos, including endpoints, cloud systems, email systems, and networks. XDR cuts through the complexity of disparate systems and provides a more holistic view of threat activity. The value … Read more

Token Unlocks: How They Influence the Crypto Market

Big unlocks often create volatility on the market and it affects the project’s price. Prices tend to decline following larger unlock events, as the sudden surge in supply outpaces the demand. The magnitude of the price drop is directly correlated with the size of the unlock, underscoring the importance of managing these events.

Masa Network’s AI Marketplace Goes Live: A Game-Changer for Data Monetization

In a crucial step towards decentralizing the artificial intelligence (AI) and large language models (LLM) arena, Masa Network has launched its artificial intelligence (AI) data network and marketplace. Masa is at the forefront of a digital revolution, allowing consumers to contribute to the advancement of artificial intelligence. With a startling flood of over 1.4 million … Read more