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Journal of Lightwave Technology

Channel-Dependent Error Control With DNA Encryption for Secure Data Center Transmission

Xinshuai Liang, Chongfu Zhang, Wenjun Zeng, Jiebing Xia, Yue Lin, Yanwei Li, Kun Qiu

Published Jan 19, 2026• 1 citation
Publisher

Abstract

With the development of the internet, the security of the optical data center interconnections (DCIs) has become a highly concerned topic. However, current security schemes face limitations such as the absence of viable key distribution mechanisms and the sensitivity to channel condition fluctuations. To address the above challenges, we propose a novel physical layer encryption scheme for WDM-based DCIs that combines encryption with channel conditions. Considering the need for dynamic key updates in DCIs, we first propose embedding plaintext-related keys (PRKs) into wavelength-related pilot (WP) positions for distribution. Leveraging their controllable size to combat impairments under varying channel conditions enables dynamic error propagation. Additionally, the proposed recombination mechanism supplements DNA encryption, allowing data transmission across different channels during inter-strand base exchange. The two channel 111.12 Gb/s discrete multi-tone (DMT) signal transmissions are successfully demonstrated. These results indicate that this scheme can transmit data on different paths. The key space can reach 10360and the complexity is about O(n). Furthermore, the key can be transmitted without redundancy and strongly relies on channel conditions to control security. Moreover, this scheme can alleviate the damage caused by high peak to average power ratio (PAPR), with an increase of approximately 0.5dBm at the forward error correction (FEC) limit.

DOI
10.1109/jlt.2026.3655789

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With the development of the internet, the security of the optical data center interconnections (DCIs) has become a highly concerned topic. However, current security schemes face limitations such as the absence of viable key distribution mechanisms and the sensitivity to channel condition fluctuations. To address the above challenges, we propose a novel physical layer encryption scheme for WDM-based DCIs that combines encryption with channel conditions. Considering the need for dynamic key updates in DCIs, we first propose embedding plaintext-related keys (PRKs) into wavelength-related pilot (WP) positions for distribution. Leveraging their controllable size to combat impairments under varying channel conditions enables dynamic error propagation. Additionally, the proposed recombination mechanism supplements DNA encryption, allowing data transmission across different channels during inter-strand base exchange. The two channel 111.12 Gb/s discrete multi-tone (DMT) signal transmissions are successfully demonstrated. These results indicate that this scheme can transmit data on different paths. The key space can reach 10360and the complexity is about O(n). Furthermore, the key can be transmitted without redundancy and strongly relies on channel conditions to control security. Moreover, this scheme can alleviate the damage caused by high peak to average power ratio (PAPR), with an increase of approximately 0.5dBm at the forward error correction (FEC) limit.
Navigating the era of artificial intelligence and massive cloud computing presents a critical challenge: securing the explosive growth of data traffic across optical data center interconnects (DCIs). However, conventional physical-layer security (PLS) methods often treat encryption and authentication as disjointed modules, lacking the intelligent adaptability for dynamic channels. Here, we propose an intelligent intrinsic PLS framework to jointly execute identity authentication and data encryption in short-reach DCIs. Enabled by end-to-end deep learning, this scheme integrates a mixture density network (MDN) for dynamic channel condition with a constellation autoencoder. Utilizing chaotic index modulation, the system nonlinearly learns highly distinguishable geometric constellations and embeds watermarks into subcarrier indices for redundancy-free transmission. Through this intelligent mapping, security attributes are natively fused into the physical signals. We achieve a secure transmission using discrete multi-tone (DMT) signaling over a 10-km standard single-mode fiber (SSMF). The results demonstrate that our scheme dynamically optimizes watermark embedding, strongly thwarting unauthorized eavesdropping and robustly resisting impersonation attacks. This avant-garde paradigm offers a highly scalable and intelligent solution for secure next-generation optical DCI networks.
This article proposes a redundancy-free multiple phase-offset based key distribution (MPO-KD) scheme for solving the physical-layer session key agreement in optical data center interconnections (DCIs). High-dimensional chaotic encryption is a promising technology expected to provide better security for massive-scale data transmission in DCIs. Considering the huge key space introduced by hyper-chaos, the proposed scheme converts digital keys into the phase of quadrature amplitude modulation (QAM) symbols by actively introducing controllable offsets. The solution of offset factor space is modeled as a multi-objective optimization problem for improving the key distribution performance. The Pareto optimal set is obtained using the non-dominated sorting moth-flame optimization (NS-MFO) algorithm. The two-channel 140 Gb/s 16-QAM, 176 Gb/s 32-QAM and 210 Gb/s 64-QAM orthogonal frequency division multiplexing (OFDM) signal transmissions are successfully demonstrated. The results indicate that this scheme achieves error-free key distribution without degrading system performance, which supports an expandable large key space and has good compatibility with various encryption algorithms.
Digital chaotic physical layer encryption plays a crucial role in safeguarding data transmission security within data center interconnections (DCIs). However, existing encryption schemes remain vulnerable to active attacks, such as illegal optical access. To address these challenges, we propose a chaotic four-dimensional (4D) modulation scheme integrated with intrusion detection, which aims at enhancing the security of DCIs. The proposed scheme utilizes chaotic permutation and substitution encryption during the 4D modulation process, along with cross-polarization permutation to protect performance gains. Additionally, we propose a cost-effective and easily implementable intrusion detection method based on constellation same set ratio (CSSR). By dynamically adjusting the confidence region through CSSR analysis, the scheme enhances its robustness against noise interference. The proposed scheme is validated through 392 Gbit/s encrypted data transmission over an 80 km standard single-mode fiber, simulating attack scenarios including optical eavesdropping and illegal optical access. These results demonstrate that the proposed scheme achieves an information entropy of 3.999956, with a key space extending to 10360. The intrusion detection mechanism provides dynamic noise tolerance without requiring additional equipment, enabling the identification of illegal signals across various optical signal-to-noise ratios. This scheme provides a novel approach for resisting illegal optical access at the physical layer, with potential application in secure DCIs.
Physical-layer secure key distribution (PLSKD) exploiting channel reciprocity and randomness is promising for data security enhancement in fiber, offering an endogenous high key generation rate (KGR) up to Gb/s. The PLSKD provides the integration possibility of key generation and data transmission within the same fiber channel. The coexistence schemes of PLSKD and secure data transmission in fibers are proposed using wavelength division multiplexing (WDM), and full-duplex transmission at the same wavelength. The coexistence schemes are experimentally demonstrated with a 3.4 and 3.25 Gb/s PLSKD, where the encrypted data rate is 15.7 Gb/s, over a 20 km standard single-mode fiber (SSMF) using WDM or full-duplex respectively. The effects of channel spacing using WDM and trade-offs between PLSKD and secure data transmission using full-duplex are fully analyzed. The proposed secure data transmission with PLSKD is classical and fully compatible with current fiber infrastructures.
This paper proposes a physical layer security enhancement scheme for optical orthogonal frequency-division multiplexing (OFDM) based on a fractal Sierpiński triangle model and DNA encryption. The scheme encrypts image data at the bit level by integrating fractal Sierpiński triangle arrangement and rotation, chaotic systems, as well as DNA encoding, operations, and decoding. Simulation experiments were conducted on a 16-quadrature amplitude modulation (16-QAM) coherent optical OFDM system with a symbol rate of 30 Gbaud over 80 km of single-mode fiber. The results demonstrate that the proposed encryption scheme enables authorized users to successfully decrypt and recover the transmitted encrypted data without degrading transmission performance, while unauthorized users can only obtain meaningless information with a bit error rate of approximately 0.5. Moreover, by leveraging chaotic systems, the key space of the scheme reaches 2 256 , providing strong resistance against brute-force attacks.