Multi-step SOC investigation traces (100K/10K), a QLoRA SmolLM3-3B investigation agent, baselines, and a live ZeroGPU demo.
Alireza Aminzadeh PRO
alirezaaminzadeh
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Recent Activity
updated a Space 9 days ago
alirezaaminzadeh/sigmaforge published a Space 9 days ago
alirezaaminzadeh/sigmaforge updated a Space 9 days ago
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Cybersecurity embeddings: SecEmbed bi-encoders, SecReranker, training pairs, and retrieval benchmark.
Enterprise SOC analyst agent benchmark, models, and evaluation tools by Aria AI Security Research Team.
CyberSOC AI portfolio by Aria AI - alert triage, technique classification, SOC automation.
Vulnerability prioritization beyond CVSS: CVE/KEV dataset, calibrated models, and ZeroGPU triage agent.
Agent security benchmark for tool-calling and MCP environments — dataset, classifiers, secure agent pipeline, and interactive evaluation.
Enterprise OR, optimization, and decomposition demos by Aria AI
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Large-Scale Optimization Decomposition Lab
🧩Explore benchmark results for optimization decomposition methods
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alirezaaminzadeh/decompbench-benchmark-data
Viewer • Updated • 1 • 75 -
alirezaaminzadeh/decompbench-method-selector
Updated • 14 -
Optimization Solver Benchmark Lab
⚖Benchmark OR solvers with meta-model advisor
Multi-step SOC investigation traces (100K/10K), a QLoRA SmolLM3-3B investigation agent, baselines, and a live ZeroGPU demo.
Vulnerability prioritization beyond CVSS: CVE/KEV dataset, calibrated models, and ZeroGPU triage agent.
Cybersecurity embeddings: SecEmbed bi-encoders, SecReranker, training pairs, and retrieval benchmark.
Agent security benchmark for tool-calling and MCP environments — dataset, classifiers, secure agent pipeline, and interactive evaluation.
Enterprise SOC analyst agent benchmark, models, and evaluation tools by Aria AI Security Research Team.
Enterprise OR, optimization, and decomposition demos by Aria AI
-
Large-Scale Optimization Decomposition Lab
🧩Explore benchmark results for optimization decomposition methods
-
alirezaaminzadeh/decompbench-benchmark-data
Viewer • Updated • 1 • 75 -
alirezaaminzadeh/decompbench-method-selector
Updated • 14 -
Optimization Solver Benchmark Lab
⚖Benchmark OR solvers with meta-model advisor
CyberSOC AI portfolio by Aria AI - alert triage, technique classification, SOC automation.