fltech - Technology Blog of Fujitsu Research

A technology blog where Fujitsu researchers talk about a variety of topics

Search Result: AI

At the 31st Ocean Engineering Symposium, we presented our "Automatic Classification Technology for Multiple Seaweed Species", which has the potential to contribute significantly to blue carbon credits and biodiversity conservation!

… group is aiming to realize "Ocean Digital Twin" and, as part of this, we are developing an automatic classification technology for multiple seaweed species using image AI. Recently, we presented our research results at the 31st Ocean Engin…

DeepSeek Security Evaluation - Part 2: New security aspects of DeepSeek model with KG-RAG Attack and Hypergraph Defense Technologies

…Kaul from AI Security Lab of FRIPL, in India, at Data & Security Research Laboratory. Today, we are publishing Part 2 of the DeepSeek Security Evaluation, delving into new security aspects of DeepSeek using additional internal research tech…

DeepSeek Security Evaluation - Part 1: A Comprehensive Assessment of Security Risks Using Fujitsu’s LLM Vulnerability Scanner

…enerative AI Trust Research team at Data & Security Research Laboratory. Today, we are publishing Part 1 of the DeepSeek Security Evaluation, providing a comprehensive assessment of security risks using Fujitsu’s LLM Vulnerability Scanner. …

“TabGLM: Tabular Graph Language Model for Learning Transferable Representations through Multi-Modal Consistency Minimization” accepted at AAAI 2025

AI

…pted at AAAI 2025, one of the top conferences in AI. Title: "TabGLM: Tabular Graph Language Model for Learning Transferable Representations through Multi-Modal Consistency Minimization" Authors: Anay Majee*† (Fujitsu Research of America, Un…

SC24 Report - Showcasing technologies for more convenient and efficient use of supercomputers

…ch as the AI Computing Broker (blog post, video, PDF) and Interactive HPC (video, PDF). Atlanta is also famous for hosting the Summer Olympics in 1996. This was the first time SC was held in Atlanta. (SC was scheduled to be held in Atlanta …

Multi-AI agent security technology to protect against vulnerabilities and new threats

…enerative AI can be a positive tool to enhance the cyber security readiness of organizations across the world, but also that these tools need to be protected from misuse and attacks. For these reasons, our teams have been working at the dev…

The AI Tool for Experiencing Customer Aggression: Supporting the Acquisition of Appropriate Response Skills through the Integration of AI and Social Psychology

…Fujitsu's AI technology and behavioral science, psychology, and more. Today, we are pleased to introduce our newly launched the AI Tool for Experiencing Customer Aggression, which supports the acquisition of response skills to customer hara…

Demonstration of Ocean Digital Twin Technology at Nationally Certified Sustainably Managed Natural Site in Ishigaki Island

…ified Sustainably Managed Natural Site. Let me share the details of this project. Fujitsu's Ocean Digital Twin In order to realize a sustainable society, the conservation and effective use of the ocean, which cover 70% of the Earth's surfac…

An Introduction of technologies to enhance spatial understanding abilities to realize "Field Work Support Agents"

AI

…We are Hirai, Moteki, and Masui from Artificial Intelligence Laboratory. In October 2024, Fujitsu began offering "Fujitsu Kozuchi AI Agent", which enables AI to collaborate with humans to autonomously perform advanced tasks. An AI agent is …

Fujitsu's most advanced technologies are summarized and published! Fujitsu Technology Strategy Briefing

… unveiled AI Agent and other cutting-edge technologies. Here are the in-depth articles on Fujitsu's most recommended technology. 【12/26 17:30 - Added videos of Quantum Computing】 【12/20 21:30 - Added videos of AI computing broker and AI Too…

Built an AMD GPU Cluster for Large-Scale AI and LLM Research and Development

…igned for AI and LLM research and development. The evolution of AI technology is rapid, and securing computational resources is crucial in the competitive landscape of research and development. GPUs (Graphics Processing Units) are indispens…

Fujitsu Kozuchi AI Agent at Microsoft Ignite 2024 (EN)

…n of MS’s AI orchestration tool, Semantic Kernel, and the Fujitsu Kozuchi AI Agent, much like what we did at the previous Microsoft Build 2024. We’d like to introduce it to you here. MS Ignite 2024 MS Ignite is a customer-focused event host…

Introducing Keyword Mask for Secure RAG

…ticle explains the "Keyword Mask for Secure RAG" technology. A trial version of this technology is available at Fujitsu Kozuchi Conversational Generative AI Engine. We encourage you to try it out and provide us with your feedback! Terminolo…

Introducing Fujitsu KG Enhanced RAG (6 sessions) #4 Fujitsu KG Enhanced RAG for VA (Vision Analytics)

…This is Ikai from the Artificial Intelligence Laboratory. To promote the use of generative AI at enterprises, Fujitsu has developed an "Enterprise-wide Generative AI Framework Technology" that can flexibly respond to diverse and changing co…

1st place in the Optimized Road Damage Detection Challenge (ORDDC'2024, IEEE BigData Cup)

AI

…d., Shanghai Laboratory. Recently, we participated in the Optimized Road Damage Detection Challenge (ORDDC'2024), and we won the first place on the phase one and phase two leaderboard. In this blog, I will introduce the challenge informatio…

Introducing Fujitsu KG Enhanced RAG (6 sessions) #3 Fujitsu KG Enhanced RAG for SE (Software Engineering)

…enerative AI at enterprises, Fujitsu has developed an "Enterprise-wide Generative AI Framework Technology" that can flexibly respond to diverse and changing corporate needs and easily comply with the vast amount of data held by a company an…

How We Ported oneDAL on Arm for Accelerated AI Workloads for FUJITSU-MONAKA

…ciency in AI workloads. This effort supports the vision of green data centers and sustainable digital transformation. Fujitsu's active participation in the open-source community collaboration highlight how open ecosystems facilitate the sea…

Introducing Fujitsu KG Enhanced RAG (6 sessions) #2 Fujitsu KG Enhanced RAG for Q&A (Question&Answer)

…enerative AI at enterprises, Fujitsu has developed an "Enterprise-wide Generateve AI Framework Technology" that can flexibly respond to diverse and changing corporate needs and easily comply with the vast amount of data held by a company an…

Reports on the 74th Conference of Japan Society of Coordination Chemistry: Chemical Analysis of Semiconductor Processes

…nality obtained through the interaction between the metal ion and the organic ligands. For example, cisplatin, an anticancer drug, is a complex of platinum (Pt) that shows anticancer effects when platinum coordinates with cancer cells. Vari…

Introducing Fujitsu KG Enhanced RAG (6 sessions) #1 Fujitsu KG Enhanced RAG for RCA (Root Cause Analysis)

…enerative AI at enterprises, Fujitsu has developed a generative AI framework for enterprises that can flexibly respond to diverse and changing corporate needs and easily comply with the vast amount of data held by a company and laws and reg…

Fujitsu Macquarie AI Research Lab: A novel collaborative project for next-generation behaviour analysis

…Macquarie AI Research Lab, which is part of the broader Fujitsu’s Small Research Lab (SRL) program. Fujitsu Macquarie AI Research Lab is one of the recent additions to the SRL program that officially started in February 2024 and this is the…

“CLUMAP: Clustered Mapper for CGRAs with Predication” presented at DAC 2024

…ccelerate AI workloads. In June 2024, we presented a mapping algorithm at the flagship DAC conference in the field of design automation. This achievement has been done with the collaboration with the University of Toronto. Paper Information…

Join DATACLOUD USA 2024

…r, cloud, AI and investment leaders. It is the leading senior-level gathering, held in Austin Texas, that attracts an expected 600+ attendees from the most influential companies in the game. The purpose of Datacloud USA is to facilitate con…

"LayeredLiNGAM: A Practical and Fast Method for Learning a Linear Non-Gaussian Structural Equation Model" presented at ECML-PKDD 2024

AI

…we can obtain causal relationships such as "more precipitation leads to fewer visitors" (causality from precipitation to visitors) and "more visitors leads to more sales" (causality from visitors to sales). Multiple causal relationships are…

”YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection” presented at CVPR 2024

…u Koda at AI Laboratory. Fujitsu has been developing technologies for realizing the world where people can safely use AI. In June 2024, we presented our achievement at CVPR 2024, a flagship conference in the computer vision field. This outc…

Fujitsu Research of Europe team present new technology for data-efficient adaptation to new environments at ICLR 2024

…eds of an AI system meant to work in a new environment like natural photographs. This becomes beneficial in scenarios where it may be difficult to acquire lots of data in the new environment (say, specific types of photographs). In this tec…

"Learning Decision Trees and Forests with Algorithmic Recourse" presented on ICML 2024

AI

…ment on "XAI-based Decision-Making Assistant" and trying to apply our technologies to real decision-making tasks (e.g., discovering actions for imprving employees' productivity from the engagement survey data). Recently, our research paper …

1st place in the 3D Human Pose Estimation on H3WB

AI

…hat we obtain the first place on H3WB benchmark, exceeding the second place (3D-LFM [1]) by 15.44 in Mean Per Joint Position Error (MPJPE) measurement. Overview of the challenging Human3.6M 3D WholeBody (H3WB) [2] is a large scale dataset w…

"Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives" presented at ICLR 2024

AI

…mori from AI Innovation Core Project, Artificial Intelligence Laboratory. Recently, in our joint research with the Indian Institute of Science (IISc), we have developed an AI technology termed SelMix that enables an efficient optimization o…

Revolutionizing Cancer Genomics: The Power of XAI and Knowledge Graphs

AI

…he Genome AI Team at the Computing Laboratory. We've developed the world's first Explainable AI (XAI) for fusion genes, integrating XAI with knowledge graphs. Our research has been published in the cancer journal Cancers (Basel) (Impact Fac…