## researchandinnovations

Transforming isolated machine networks into shared intelligence to collectively drive a human-centric future of embodied AI.

## industryawards&contributions

##### Chair

**IEEE P2958 Standard**  
[View Details](https://sagroups.ieee.org/2958/)

##### Key Contributor

**Industry IoT Consortium**  
[View Details](/content/research/iic/index.html)

##### Key Contributor

**Forbes Technology Council**  
[View Details](/content/research/forbes/index.html)

##### Standardization Contribution

**GS1**  
[View Details](https://ref.gs1.org/guidelines/digital-signatures/)

##### PSA Certified Crypto API

**ARM**  
[View Details](https://products.psacertified.org/products/iotex-psa-crypto)

##### CES Innovation Award

for Ucam  
[View Details](https://www.prweb.com/releases/iotex-wins-ces-innovation-award-for-ucam-private-blockchain-powered-security-camera-834498797.html)

## universitypartners

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## ResearchPapers

#### IoTeX: Infrastructure for Real-World AI  
The report highlights IoTeX as building the bridge between real-world devices and AI, giving machines digital identities and ensuring data is trustworthy and verifiable for intelligent applications.  
[Read More](https://messari.io/report/iotex-infrastructure-for-real-world-ai)

#### IoTeX: Open Ecosystem for Real-World AI  
The report highlights IoTeX as a modular Layer-1 platform connecting real-world data with AI through secure, verifiable infrastructure—enabling privacy-preserving, scalable applications across IoT and AI ecosystems.  
[Read More](https://research.animocabrands.com/post/cmff8yg34h0gd07mmb05byeb6)

#### Sentient AI: Bridging Realities with the Fusion of DePINs and AI Agents  
This light paper highlights the benefits and potential use cases when connecting DePINs to AI agents and presents QUICKSILVER, a connectivity layer to realize this vision and fuel growth and technological breakthroughs across a wide range of industry sectors.  
[Read More](https://github.com/iotexproject/files/blob/main/publications/Sentient_AI__Bridging_Realities_with_the_Fusion_of_DePINs_and_AI_Agents.pdf)

#### TPU as Cryptographic Accelerator  
This paper explores the potential of leveraging AI accelerators (e.g., TPUs and NPUs) to optimize polynomial multiplication, a key bottleneck in Fully Homomorphic Encryption (FHE) and Zero-Knowledge Proofs (ZKPs).  
[Read More](https://dl.acm.org/doi/10.1145/3696843.3696844)

#### Enabling a Smooth Migration Towards Post-Quantum Security for Ethereum  
The paper proposes two strategies to transition Ethereum to post-quantum security, ensuring backward compatibility with minimal software changes for validators and clients.  
[Read More](https://link.springer.com/chapter/10.1007/978-3-031-77095-1_1)

#### New Directions in Decentralized Physical Infrastructure Networks  
The modular DePIN infrastructure introduces a community-driven framework for building decentralized physical infrastructure networks, enabling tailored applications.  
[Read More](https://ieeexplore.ieee.org/document/10844432)

#### White Paper 2.0  
The IoTeX 2.0 vision outlines our three-year plan to expand the IoTeX Network.  
[Read More](https://github.com/iotexproject/files/blob/main/publications/IoTeX_2_0_Whitepaper_1.1_EN.pdf)

#### White Paper 1.5  
This paper introduces IoTeX, a decentralized network for IoT powered by a privacy-centric blockchain.  
[Read More](https://github.com/iotexproject/files/blob/main/publications/IoTeX_Whitepaper_1.5_EN.pdf)

#### DePIN Report  
Decentralized Physical Infrastructure Networks - A Modular Infrastructure (DePIN) is evolving into a modular infrastructure model.  
[Read More](https://github.com/iotexproject/files/blob/main/publications/DePIN_Report_v1.pdf)

#### Speeding Up Multi-Scalar Multiplications  
We revisit the precomputation-based multi-scalar multiplication (MSM) method and extend their approach.  
[Read More](https://eprint.iacr.org/2024/750)