Giuseppe Siracusano
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
β
The Questioner
Conferences
EMNLP (2)
NAACL (2)
NSDI (2)
OSDI (1)
Top co-authors
Keywords
large language model
(2)
text classification
(2)
evaluation metric
(2)
autonomous agent
(1)
risk assessment
(1)
benchmark framework
(1)
packet processing
(1)
network traffic
(1)
traffic analysis
(1)
programmable nic
(1)
field programmable gate array
(1)
agent system
(1)
fpga accelerator
(1)
binary neural network
(1)
flow state
(1)
software security
(1)
llm agent
(1)
multi-step reasoning
(1)
security benchmark
(1)
vulnerability scoring
(1)
Papers
What Did I Do Wrong? Quantifying LLMsβ Sensitivity and Consistency to Prompt Engineering
NAACL 2025
AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents
EMNLP 2025
AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring
EMNLP 2025
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents
NAACL 2024
Re-architecting Traffic Analysis with Neural Network Interface Cards
NSDI 2022
hXDP: Efficient Software Packet Processing on FPGA NICs
OSDI 2020
FlowBlaze: Stateful Packet Processing in Hardware
NSDI 2019