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Bibliographic Details
Main Authors:	Baser, Manit, Divakaran, Dinil Mon, Gurusamy, Mohan
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2506.01386
Tags:	Add Tag No Tags, Be the first to tag this record!

UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security
by: Wu, Binghui, et al.
Published: (2025)

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models
by: Sinha, Yash, et al.
Published: (2025)

ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification
by: Wu, Binghui, et al.
Published: (2023)

RECTor: Robust and Efficient Correlation Attack on Tor
by: Wu, Binghui, et al.
Published: (2025)

Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents
by: Nawal, Aditya, et al.
Published: (2026)

AI-based Traffic Modeling for Network Security and Privacy: Challenges Ahead
by: Divakaran, Dinil Mon
Published: (2025)

LLMs for Cyber Security: New Opportunities
by: Divakaran, Dinil Mon, et al.
Published: (2024)

From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks
by: Kulkarni, Aditya, et al.
Published: (2024)

GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
by: Talpur, Anum, et al.
Published: (2022)

GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework
by: Sansford, Hannah, et al.
Published: (2024)

Transforming Causality: Transformer-Based Temporal Causal Discovery with Prior Knowledge Integration
by: Huang, Jihua, et al.
Published: (2025)

AI and analytics in sports: Leveraging BERTopic to map the past and chart the future
by: Mishra, Manit
Published: (2025)

Multimodal Large Language Models for Phishing Webpage Detection and Identification
by: Lee, Jehyun, et al.
Published: (2024)

Mitigating Bias in Machine Learning Models for Phishing Webpage Detection
by: Kulkarni, Aditya, et al.
Published: (2024)

Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data
by: Wu, Xue, et al.
Published: (2024)

Bridging Graph Structure and Knowledge-Guided Editing for Interpretable Temporal Knowledge Graph Reasoning
by: Fan, Shiqi, et al.
Published: (2026)

Securing the Skies: An IRS-Assisted AoI-Aware Secure Multi-UAV System with Efficient Task Offloading
by: Joshi, Poorvi, et al.
Published: (2024)

Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation
by: Sinha, Yash, et al.
Published: (2023)

SALT: Steering Activations towards Leakage-free Thinking in Chain of Thought
by: Batra, Shourya, et al.
Published: (2025)

GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation
by: Feng, Tao, et al.
Published: (2025)

EagleEye: Attention to Unveil Malicious Event Sequences from Provenance Graphs
by: Gysel, Philipp, et al.
Published: (2024)

Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
by: Liu, Tianci, et al.
Published: (2025)

Affordable AI Assistants with Knowledge Graph of Thoughts
by: Besta, Maciej, et al.
Published: (2025)

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement
by: Singh, Shivam, et al.
Published: (2025)

Addressing Label Leakage in Knowledge Tracing Models
by: Badran, Yahya, et al.
Published: (2024)

ZKP-FedEval: Verifiable and Privacy-Preserving Federated Evaluation using Zero-Knowledge Proofs
by: Commey, Daniel, et al.
Published: (2025)

KG4RecEval: Does Knowledge Graph Really Matter for Recommender Systems?
by: Zhang, Haonan, et al.
Published: (2024)

Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models
by: Flemings, James, et al.
Published: (2024)

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
by: Wen, Yilin, et al.
Published: (2023)

RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning
by: Zhao, Zihao, et al.
Published: (2024)

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
by: Chen, Yangyi, et al.
Published: (2023)

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models
by: Veldanda, Akshaj Kumar, et al.
Published: (2024)

Adaptively-weighted Nearest Neighbors for Matrix Completion
by: Sadhukhan, Tathagata, et al.
Published: (2025)

Two-Sided Nearest Neighbors: An adaptive and minimax optimal procedure for matrix completion
by: Sadhukhan, Tathagata, et al.
Published: (2024)

Model Merging for Knowledge Editing
by: Fu, Zichuan, et al.
Published: (2025)

A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings
by: Sardina, Jeffrey, et al.
Published: (2024)

LLM-driven Knowledge Distillation for Dynamic Text-Attributed Graphs
by: Roy, Amit, et al.
Published: (2025)

Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction
by: Zhang, Bowen, et al.
Published: (2024)

Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks
by: Zhang, Canlin, et al.
Published: (2023)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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