A curated collection of influential research papers across AI/ML, Cybersecurity, Networking, and Software Development — the fields we work in every day.
Attention Is All You Need
Vaswani et al. · 2017
The foundational Transformer architecture paper that revolutionized NLP and modern AI systems.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin et al., Google AI · 2018
Introduces BERT, a pre-trained language model that set new benchmarks across NLP tasks.
A Survey on Large Language Models
Zhao et al. · 2023
Comprehensive survey covering the development, capabilities, and challenges of LLMs.
Deep Residual Learning for Image Recognition
He et al., Microsoft Research · 2015
Introduces ResNet — deep residual networks that enabled training of very deep neural networks.
Generative Adversarial Networks
Goodfellow et al. · 2014
The original GAN paper introducing the adversarial training framework for generative models.
SoK: Eternal War in Memory
Szekeres et al. · 2013
Systematizes knowledge on memory safety vulnerabilities and defenses in modern software.
Zero Trust Architecture (NIST SP 800-207)
NIST · 2020
Official NIST guidelines for implementing Zero Trust security models in enterprise environments.
Towards Evaluating the Robustness of Neural Networks
Carlini & Wagner · 2017
Introduces C&W attacks — a benchmark for evaluating adversarial robustness of ML models.
OWASP Top 10 Web Application Security Risks
OWASP Foundation · 2021
The industry-standard awareness document for the most critical web application security risks.
QUIC: A UDP-Based Multiplexed and Secure Transport
Iyengar & Thomson, IETF · 2021
The RFC defining QUIC — the transport protocol powering HTTP/3 for faster, more reliable connections.
Software-Defined Networking: A Comprehensive Survey
Kreutz et al. · 2015
A thorough survey of SDN architecture, use cases, and research challenges.
The Design Philosophy of the DARPA Internet Protocols
Clark, D. · 1988
Classic paper explaining the fundamental design decisions behind the Internet protocol suite.
A Survey of IoT Protocols and Their Security Issues
Frustaci et al. · 2018
Reviews IoT communication protocols (MQTT, CoAP, AMQP) and their associated security vulnerabilities.
No Silver Bullet — Essence and Accidents of Software Engineering
Brooks, F. · 1987
A landmark essay arguing there is no single technique that will yield order-of-magnitude improvements in software productivity.
Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation
Humble & Farley · 2010
Foundational work on CI/CD pipelines and automated software delivery practices.
Docker: Lightweight Linux Containers for Consistent Development and Deployment
Merkel, D. · 2014
Introduces Docker containerization and its impact on consistent software deployment across environments.
An Empirical Study of the Impact of Modern Code Review on Software Quality
McIntosh et al. · 2016
Studies how code review practices affect software quality, defect density, and maintainability.