{"title":"从查找表网络列表的RTL控制器的逆向工程","authors":"Sundarakumar Muthukumaran, Aparajithan Nathamuni Venkatesan, Kishore Pula, Ram Venkat Narayanan, Ranga Vemuri, John Emmert","doi":"10.1109/ISVLSI59464.2023.10238540","DOIUrl":null,"url":null,"abstract":"Verification of FPGA-based designs and comprehension of legacy designs can be aided by the process of reverse engineering the flattened Look-up Table (LUT) level netlists to high-level RTL representations. We propose a tool flow to extract Finite State Controllers by identifying control registers and progressively improving the accuracy of register classification. A control unit consists of one or more Finite State Machines (FSMs) which manage the execution of datapath units. The proposed tool flow has two phases. Phase 1 extracts the potential state/control registers. Phase 2 identifies the exact list of state/control registers and groups FSMs. The main goal of the proposed work is to improve the accuracy of control register identification. Three types of controllers used for experimental evaluation are standalone FSM designs with no datapath units, datapaths with a single FSM, and datapaths with multiple FSMs. Accuracy is observed to be 73% to 100% in controllers with multiple FSMs, 100% in controllers with a single FSM and standalone FSM controller designs. The average accuracy of control register detection over all the real-world designs considered is 98%.","PeriodicalId":199371,"journal":{"name":"2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Reverse Engineering of RTL Controllers from Look-Up Table Netlists\",\"authors\":\"Sundarakumar Muthukumaran, Aparajithan Nathamuni Venkatesan, Kishore Pula, Ram Venkat Narayanan, Ranga Vemuri, John Emmert\",\"doi\":\"10.1109/ISVLSI59464.2023.10238540\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Verification of FPGA-based designs and comprehension of legacy designs can be aided by the process of reverse engineering the flattened Look-up Table (LUT) level netlists to high-level RTL representations. We propose a tool flow to extract Finite State Controllers by identifying control registers and progressively improving the accuracy of register classification. A control unit consists of one or more Finite State Machines (FSMs) which manage the execution of datapath units. The proposed tool flow has two phases. Phase 1 extracts the potential state/control registers. Phase 2 identifies the exact list of state/control registers and groups FSMs. The main goal of the proposed work is to improve the accuracy of control register identification. Three types of controllers used for experimental evaluation are standalone FSM designs with no datapath units, datapaths with a single FSM, and datapaths with multiple FSMs. Accuracy is observed to be 73% to 100% in controllers with multiple FSMs, 100% in controllers with a single FSM and standalone FSM controller designs. The average accuracy of control register detection over all the real-world designs considered is 98%.\",\"PeriodicalId\":199371,\"journal\":{\"name\":\"2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)\",\"volume\":\"32 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISVLSI59464.2023.10238540\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISVLSI59464.2023.10238540","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Reverse Engineering of RTL Controllers from Look-Up Table Netlists
Verification of FPGA-based designs and comprehension of legacy designs can be aided by the process of reverse engineering the flattened Look-up Table (LUT) level netlists to high-level RTL representations. We propose a tool flow to extract Finite State Controllers by identifying control registers and progressively improving the accuracy of register classification. A control unit consists of one or more Finite State Machines (FSMs) which manage the execution of datapath units. The proposed tool flow has two phases. Phase 1 extracts the potential state/control registers. Phase 2 identifies the exact list of state/control registers and groups FSMs. The main goal of the proposed work is to improve the accuracy of control register identification. Three types of controllers used for experimental evaluation are standalone FSM designs with no datapath units, datapaths with a single FSM, and datapaths with multiple FSMs. Accuracy is observed to be 73% to 100% in controllers with multiple FSMs, 100% in controllers with a single FSM and standalone FSM controller designs. The average accuracy of control register detection over all the real-world designs considered is 98%.