DoGNAVY CyberGym Technical Report
DoGNAVY is a joint AI security harness by deepsec@DARKNAVY and independent security researchers based in Shanghai. In a full CyberGym Level 1 evaluation, it passed 1,369 of 1,507 tasks (90.84%). CyberGym Level 1 …
Independent Cybersecurity Research and Services Institute
Pioneers of AVSS and quantitative security, and founding team of GEEKCON
ABOUT
DARKNAVY, headquartered in Singapore and Shanghai, is an independent cybersecurity research and services institute. We are pioneers in AVSS (Adversarial Vulnerability Scoring System) and quantitative security, as well as the founding team behind the international hacking competition GEEKCON. Beyond competitions and research, DARKNAVY is also the creator of deepsec — an AI-powered cybersecurity product.
Founded upon the legacy of KeenTeam, established in 2011 and globally recognized as a multiple world-record holder and international hacking competition champion, DARKNAVY inherits over a decade of cutting-edge security research experience across operating systems, chipsets, AI, mobile, IoT, and Web3. Guided by the founding team’s unique vision, we have built a collaborative research team dedicated to solving the most critical security challenges faced by our clients.
Since its official launch in 2023, DARKNAVY has proudly delivered advanced security research services to leading enterprises across multiple industries. Our signed clients include Huawei, Alipay, DJI, WeChat, ByteDance, Xiaomi, vivo, Zeekr, OPPO, Huazhu, and others. We provide in-depth product and system security assessments and make cybersecurity one of their core competitive strengths.
Our research outcomes and technical insights have contributed significantly to the safer and more sustainable development of the cybersecurity industry. We see ourselves not only as thinkers, but as leaders driving the field forward.
For security collaboration or technical inquiries, please contact us at coop@darknavy.com . We look forward to hearing your needs and delivering the most valuable, competitive, and deeply technical cybersecurity services. Thank you for your trust and support.
LATEST RESEARCH
Patch In, Exploit Out: How deepsec Reconstructed the Pwn2Own Microsoft Edge Sandbox Escape
On May 14, 2026, security researcher Orange Tsai demonstrated a Microsoft Edge sandbox escape at Pwn2Own Berlin, one of the world’s premier hacking competitions. He was the only contestant to win the browser category, …
deepsec: Chasing Mythos with Open-Source LLMs
deepsec, powered by DARKNAVY On April 7, Anthropic introduced Claude Mythos Preview. The announcement quickly drew attention from the AI industry, the security community, and even Wall Street. The framing was unusually …
RECENT INSIGHTS
March 28, 2025
The Jailbroken Unitree Robot Dog
The history of humanity’s domestication of wolves has spanned forty thousand years – we used firelight and patience to soften the wildness in their eyes, …
March 24, 2025
Reconstructing the $1.5 Billion Bybit Hack by North Korean Actors
Both the Attackers and Victims Made Critical Mistakes On February 21, 2025, the cryptocurrency exchange Bybit experienced the most significant financial loss …
February 17, 2025
The Most Stealthy Manipulator of 2024
In the era of mobile internet, user traffic is the lifeline of manufacturers. In this battle for traffic, smartphone manufacturers hold the most overwhelming …
February 16, 2025
The Most Frustrating Vulnerability Disclosure of 2024
In the field of cybersecurity, vulnerability disclosure has long been regarded as a crucial step in safeguarding users. However, in practice, this process is …
Web3 Security
Smart contract auditing, blockchain client auditing, and on-chain exploit investigation by DARKNAVY
Security Capabilities
Contract Auditor
DFS-based multi-agent Solidity audit with adversarial validation
Client Auditor
Staged blockchain client audit workflow with per-finding files and verification gates
Exploit Investigator
Multi-agent pipeline for on-chain attack analysis with Analyst-Validator debate loop