A curated collection of influential research papers across AI/ML, Cybersecurity, Networking, and Software Development β the fields we work in every day.
Attention Is All You Need
Vaswani et al. Β· 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 Β· 2018
Introduces BERT, a pre-trained language model that set new benchmarks across NLP tasks.
A Survey on Large Language Models
Zhao et al. Β· 2023
Comprehensive survey covering the development, capabilities, and challenges of LLMs.
Deep Residual Learning for Image Recognition
He et al., Microsoft Research Β· 2015
Introduces ResNet β deep residual networks that enabled training of very deep neural networks.
Generative Adversarial Networks
Goodfellow et al. Β· 2014
The original GAN paper introducing the adversarial training framework for generative models.
SoK: Eternal War in Memory
Szekeres et al. Β· 2013
Systematizes knowledge on memory safety vulnerabilities and defenses in modern software.
Zero Trust Architecture (NIST SP 800-207)
NIST Β· 2020
Official NIST guidelines for implementing Zero Trust security models in enterprise environments.
Towards Evaluating the Robustness of Neural Networks
Carlini & Wagner Β· 2017
Introduces C&W attacks β a benchmark for evaluating adversarial robustness of ML models.
OWASP Top 10 Web Application Security Risks
OWASP Foundation Β· 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 Β· 2021
The RFC defining QUIC β the transport protocol powering HTTP/3 for faster, more reliable connections.
Software-Defined Networking: A Comprehensive Survey
Kreutz et al. Β· 2015
A thorough survey of SDN architecture, use cases, and research challenges.
The Design Philosophy of the DARPA Internet Protocols
Clark, D. Β· 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. Β· 2018
Reviews IoT communication protocols (MQTT, CoAP, AMQP) and their associated security vulnerabilities.
No Silver Bullet β Essence and Accidents of Software Engineering
Brooks, F. Β· 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 Β· 2010
Foundational work on CI/CD pipelines and automated software delivery practices.
Docker: Lightweight Linux Containers for Consistent Development and Deployment
Merkel, D. Β· 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. Β· 2016
Studies how code review practices affect software quality, defect density, and maintainability.