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🎲 Fuzzing
fuzzer, AFL, libFuzzer, coverage-guided fuzzing, crash triage
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3171
posts in
12.9
ms
MCP
Pitfall
Lab:
Exposing
Developer Pitfalls in MCP Tool Server Security under Multi-Vector Attacks
⚡
JIT Exploitation
arxiv.org
·
6d
The Impact of
Documentation
on Test Engagement in Pull Requests in
OSS
🛡️
Vulnerability Research
arxiv.org
·
2d
Recipes
for
Calibration
Checks in Safety-Critical Applications
📟
Firmware Analysis
arxiv.org
·
11h
Tatemae
: Detecting Alignment
Faking
via Tool Selection in LLMs
⚡
JIT Exploitation
arxiv.org
·
11h
The Surprising
Universality
of LLM Outputs: A Real-Time Verification
Primitive
✅
Formal Verification
arxiv.org
·
1d
FlyCatcher
: Neural Inference of Runtime
Checkers
from Tests
🔀
Concolic Execution
arxiv.org
·
3d
GenDetect
: Generalizing Reactive Detection for Resilience Against
Imitative
DeFi Attack Cascade
🛡️
Exploit Mitigations
arxiv.org
·
11h
Ranking
Plausible
Patches by Historic Feature
Frequencies
⚡
JIT Exploitation
arxiv.org
·
2d
On-the-fly
LTLf
Synthesis under Partial
Observability
🧩
Intermediate Representation
arxiv.org
·
11h
How Sensitive Are Safety Benchmarks to Judge
Configuration
Choices
?
🛡️
Exploit Mitigations
arxiv.org
·
2d
Transient
Turn Injection: Exposing
Stateless
Multi-Turn Vulnerabilities in Large Language Models
🛡️
Exploit Mitigations
arxiv.org
·
6d
Beyond Code Reasoning: A
Specification-Anchored
Audit Framework for Expert-Augmented Security Verification
✅
Formal Verification
arxiv.org
·
11h
Bug-Report-Driven Fault
Localization
: Industrial Benchmarking and Lesson Learned at
ABB
Robotics
⚡
JIT Exploitation
arxiv.org
·
1d
Reproducible
Automated Program Repair Is Hard -- Experiences With the
Defects4J
Dataset
⚡
JIT Exploitation
arxiv.org
·
11h
VLAA-GUI
:
Knowing
When to Stop, Recover, and Search, A Modular Framework for GUI Automation
⛓️
ROP Chains
arxiv.org
·
6d
A
Systematic
Approach for Large Language Models
Debugging
🔀
Concolic Execution
arxiv.org
·
2d
LLM
Psychosis
: A Theoretical and
Diagnostic
Framework for Reality-Boundary Failures in Large Language Models
🔣
Type Systems
arxiv.org
·
11h
VulStyle
: A Multi-Modal Pre-Training for Code
Stylometry-Augmented
Vulnerability Detection
💾
Binary Analysis
arxiv.org
·
11h
AutoGUI-v2
: A Comprehensive Multi-Modal GUI
Functionality
Understanding Benchmark
🔣
Type Systems
arxiv.org
·
2d
Train in
Vain
:
Functionality-Preserving
Poisoning to Prevent Unauthorized Use of Code Datasets
⚡
JIT Exploitation
arxiv.org
·
3d
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