96 citations · 227 across the 9 of their papers we have counts for
11 papers
Interpretable Question Answering with Knowledge Graphs
Kartikeya Aneja, Manasvi Srivastava, Subhayan Das +1
This paper presents a question answering system that operates exclusively on a knowledge graph retrieval without relying on retrieval augmented generation (RAG) with large language…
Learning Joint Embeddings of Function and Process Call Graphs for Malware Detection
Kartikeya Aneja, Nagender Aneja, Murat Kantarcioglu
Software systems can be represented as graphs, capturing dependencies among functions and processes. An interesting aspect of software systems is that they can be represented as di…
Fingerprinting Browsers in Encrypted Communications
Sandhya Aneja, Nagender Aneja
Browser fingerprinting is the identification of a browser through the network traffic captured during communication between the browser and server. This can be done using the HTTP…
Revolutionizing Modern Networks: Advances in AI, Machine Learning, and Blockchain for Quantum Satellites and UAV-based Communication
Adarsh Kumar, Ali Ismail Awad, Gaurav Sharma +6
Quantum communication is the most secure technique of transmitting data available today. Fiber communication lines and satellite-to-ground links have served as the basis for the mo…
Collaborative adversary nodes learning on the logs of IoT devices in an IoT network
Sandhya Aneja, Melanie Ang Xuan En, Nagender Aneja
Artificial Intelligence (AI) development has encouraged many new research areas, including AI-enabled Internet of Things (IoT) network. AI analytics and intelligent paradigms great…
Network Traffic Analysis based IoT Device Identification
Rajarshi Roy Chowdhury, Sandhya Aneja, Nagender Aneja +1
Device identification is the process of identifying a device on Internet without using its assigned network or other credentials. The sharp rise of usage in Internet of Things (IoT…
Neural Machine Translation model for University Email Application
Sandhya Aneja, Siti Nur Afikah Bte Abdul Mazid, Nagender Aneja
Machine translation has many applications such as news translation, email translation, official letter translation etc. Commercial translators, e.g. Google Translation lags in regi…
Transfer Learning using CNN for Handwritten Devanagari Character Recognition
Nagender Aneja, Sandhya Aneja
This paper presents an analysis of pre-trained models to recognize handwritten Devanagari alphabets using transfer learning for Deep Convolution Neural Network (DCNN). This researc…
Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases
Amit Kumar Jaiswal, Ivan Panshin, Dimitrij Shulkin +2
Pathologists find tedious to examine the status of the sentinel lymph node on a large number of pathological scans. The examination process of such lymph node which encompasses met…
IoT Device Fingerprint using Deep Learning
Sandhya Aneja, Nagender Aneja, Md Shohidul Islam
Device Fingerprinting (DFP) is the identification of a device without using its network or other assigned identities including IP address, Medium Access Control (MAC) address, or I…
Profile-Based Ad Hoc Social Networking Using Wi-Fi Direct on the Top of Android
Nagender Aneja, Sapna Gambhir
Ad-hoc Social Networks have become popular to support novel applications related to location-based mobile services that are of great importance to users and businesses. Unlike trad…