most citedNavigating MLOps: Insights into Maturity, Lifecycle, Tools, and Careers

8 citations · 9 across the 7 of their papers we have counts for

collaborators
Showing cs.CRShow all

5 papers · 1 filter

cs.CR2026

Agentra: A Supervisable Multi-Agent Framework for Enterprise Intrusion Response

Raj Patel, Shaswata Mitra, Michele Guida +3

Enterprise intrusion response still depends on static playbooks and analyst-driven triage, creating delay between alert generation and containment. We present Agentra, a supervisab…

cs.CR2026

The Value of Spike Timing: A Leakage-Resistant Benchmark of SNN Design Choices for Network Intrusion Detection

Raj Patel, Shaswata Mitra, David Amebley +3

Spiking neural networks (SNNs) are increasingly studied for network intrusion detection, but comparative evidence on how neuron models and spike encodings affect performance remain…

cs.CR2026

AgenticCyOps: Securing Multi-Agentic AI Integration in Enterprise Cyber Operations

Shaswata Mitra, Raj Patel, Sudip Mittal +2

Multi-agent systems (MAS) powered by LLMs promise adaptive, reasoning-driven enterprise workflows, yet granting agents autonomous control over tools, memory, and communication intr…

cs.CR2025

IRSDA: An Agent-Orchestrated Framework for Enterprise Intrusion Response

Damodar Panigrahi, Raj Patel, Shaswata Mitra +2

Modern enterprise systems face escalating cyber threats that are increasingly dynamic, distributed, and multi-stage in nature. Traditional intrusion detection and response systems…

cs.CR2025★ 1 cited

Towards Secure MLOps: Surveying Attacks, Mitigation Strategies, and Research Challenges

Raj Patel, Himanshu Tripathi, Jasper Stone +4

The rapid adoption of machine learning (ML) technologies has driven organizations across diverse sectors to seek efficient and reliable methods to accelerate model development-to-d…