Nataliya I. Kalashnykova

38 papers Misc 2Journal 24Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
IEEE Access
Viktor V. Avramenko, Junzo Watada, Mykyta O. Bondarenko, Nataliya I. Kalashnykova, Mohd Hilmi Hasan
2024 J jnl
J. Optim. Theory Appl.
Daniela Osorio-González, José Guadalupe Flores Muñiz, Nataliya I. Kalashnykova, Viacheslav Kalashnikov
2022 J jnl
J. Optim. Theory Appl.
Nancy Solis García, José Guadalupe Flores Muñiz, Vladik Kreinovich, Nataliya I. Kalashnykova, Viacheslav Kalashnikov
2022 J jnl
IEEE Access
Nataliya I. Kalashnykova, Viacheslav Kalashnikov, Junzo Watada, José Guadalupe Flores Muñiz, Toni Anwar, Pei-Chun Lin
2022 conf
SCIS/ISIS
Junzo Watada, José Guadalupe Flores Muñiz, Viacheslav Kalashnikov, Nataliya I. Kalashnykova
2021 J jnl
Soft Comput.
Nancy Solis García, José Guadalupe Flores Muñiz, Viacheslav Kalashnikov, Nataliya I. Kalashnykova, Olga Kosheleva
2020 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Vitaly Kalashnikov, Nataliya I. Kalashnykova, Petr Kuzmin
2020 conf
IntelliSys (1)
Nataliya I. Kalashnykova, Viktor V. Avramenko, Viacheslav Kalashnikov, Volodymyr N. Demianenko
2020 J jnl
Int. J. Comput.
Alexander Zamula, Vladyslav Morozov, Nataliya I. Kalashnykova, Robert Brumnik
2020 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Peter Kuzmin, Vitaly Kalashnikov, Nataliya I. Kalashnykova, Junzo Watada
2019 conf
ICCS (5)
Nataliya I. Kalashnykova, Mariel A. Leal-Coronado, Arturo García-Martínez, Viacheslav Kalashnikov
2019 conf
ITQM
Viacheslav Kalashnikov, Viktor V. Avramenko, Volodymyr N. Demianenko, Nataliya I. Kalashnykova
2019 J jnl
Russ. Digit. Libr. J.
Laxman Bokati, Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Olga Kosheleva, Vladik Kreinovich
2019 conf
ICCS (5)
Nataliya I. Kalashnykova, Viktor V. Avramenko, Viacheslav Kalashnikov
2018 J jnl
J. Optim. Theory Appl.
Vyacheslav V. Kalashnikov, Adolphus J. J. Talman, Lilia Alanís-López, Nataliya I. Kalashnykova
2017 J jnl
Int. J. Comb. Optim. Probl. Informatics
Vyacheslav V. Kalashnikov, Viktor V. Avramenko, Nataliya I. Kalashnykova, Vitaly Kalashnikov
2017 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Vitaliy V. Kalashnikov Jr., José Guadalupe Flores Muñiz, Vyacheslav V. Kalashnikov, Nataliya I. Kalashnykova
2017 Misc conf
ICCS
Vyacheslav V. Kalashnikov, Viktor V. Avramenko, Nikolay Yu. Slipushko, Nataliya I. Kalashnykova, Anton E. Konoplyanchenko
2016 Misc conf
ICCS
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Vassil Alexandrov
2016 J jnl
J. Glob. Optim.
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Felipe de Jesus Castillo Perez
2016 J jnl
Int. J. Comb. Optim. Probl. Informatics
Vyacheslav Kalashnikov, Vladik Kreinovich, José Guadalupe Flores Muñiz, Nataliya I. Kalashnykova
2015 conf
ITQM
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Felipe de Jesus Castillo Perez
2015 conf
MCO (1)
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Felipe de Jesus Castillo Perez
2014 conf
IDT/IIMSS/STET
Alexei A. Borisenko, Vyacheslav V. Kalashnikov, Tatiana A. Protasova, Nataliya I. Kalashnykova
2014 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Vyacheslav Kalashnikov, Vladimir A. Bulavsky, Nataliya I. Kalashnykova, Junzo Watada, Diego de Jesus Hernandez-Rodriguez
2014 J jnl
Int. J. Knowl. Eng. Soft Data Paradigms
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova
2014 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Vyacheslav Kalashnikov, Vladimir A. Bulavsky, Nataliya I. Kalashnykova, Junzo Watada, Diego de Jesus Hernandez-Rodriguez
2014 conf
IEEM
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Roberto Carlos Herrera-Maldonado
2014 J jnl
Ann. Oper. Res.
Vyacheslav Kalashnikov, Vladimir A. Bulavsky, Vitaliy V. Kalashnikov Jr., Nataliya I. Kalashnykova
2011 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Nataliya I. Kalashnykova, Vladimir A. Bulavsky, Vyacheslav Kalashnikov, Felipe de Jesus Castillo Perez
2011 J jnl
Eur. J. Oper. Res.
Vyacheslav Kalashnikov, Vladimir A. Bulavsky, Nataliya I. Kalashnykova, Felipe de Jesus Castillo Perez
2011 J jnl
Eur. J. Oper. Res.
Stephan Dempe, Vyacheslav Kalashnikov, Gerardo A. Pérez-Valdés, Nataliya I. Kalashnykova
2010 J jnl
Ann. Oper. Res.
Vyacheslav Kalashnikov, Gerardo A. Pérez-Valdés, Nataliya I. Kalashnykova
2010 J jnl
Eur. J. Oper. Res.
Vyacheslav Kalashnikov, Gerardo A. Pérez-Valdés, Asgeir Tomasgard, Nataliya I. Kalashnykova
2008 conf
ISDA (3)
Nataliya I. Kalashnykova, Vyacheslav Kalashnikov, Aaron Arevalo Franco
2008 conf
ISDA (3)
Vitaly Kalashnikov, Nataliya I. Kalashnykova, Felipe de Jesus Castillo Perez, Armando César Uranga Sifuentes, Claudia Mayela Avila Garza
2008 J jnl
Eur. J. Oper. Res.
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, Ramón Luévanos Rojas, Mario Méndez Muños, Armando César Uranga Sifuentes, Arnulfo Luévanos Rojas
2008 conf
ISDA (3)
Vyacheslav Kalashnikov, Nataliya I. Kalashnykova, José-Fernando Camacho-Vallejo
redb/extractors/decompiler/_archive/GhidraDecompilerScript-latest.java
← Index redb/extractors/decompiler/_archive/GhidraDecompilerScript-latest.java java
import ghidra.app.script.GhidraScript;
import ghidra.program.model.listing.*;
import ghidra.app.decompiler.*;
import ghidra.program.model.block.*;
import ghidra.program.model.symbol.*;
import ghidra.program.model.pcode.*;
import ghidra.program.model.address.*;
import org.json.JSONObject;
import org.json.JSONArray;
import java.security.MessageDigest;
import java.nio.charset.StandardCharsets;

public class GhidraDecompilerScript extends GhidraScript {
    private DecompInterface decompInterface;
    private BasicBlockModel basicBlockModel;
    
    @Override
    public void run() throws Exception {
        // Get binary hash and filepath from arguments
        String[] args = getScriptArgs();
        if (args.length < 2) {
            System.err.println("{\"error\": \"Both SHA256 and filepath arguments are required\"}");
            return;
        }
        String sha256 = args[0];
        String filepath = args[1];

        // Initialize analysis components
        setupDecompiler();
        basicBlockModel = new BasicBlockModel(currentProgram);

        // Create the main JSON object for output
        JSONObject output = new JSONObject();
        output.put("sha256", sha256);
        output.put("decompiled", new JSONArray());
        output.put("disassembled", new JSONArray());
        output.put("cfg", new JSONArray());

        // Process all functions
        FunctionIterator functions = currentProgram.getFunctionManager().getFunctions(true);
        for (Function function : functions) {
            processFunction(function, output);
        }

        // Output the final JSON to stdout
        System.out.println(output.toString());
    }

    private void setupDecompiler() {
        decompInterface = new DecompInterface();
        DecompileOptions options = new DecompileOptions();
        decompInterface.setOptions(options);
        decompInterface.openProgram(currentProgram);
    }

    private void processFunction(Function function, JSONObject output) {
        Address entry = function.getEntryPoint();
        String functionName = function.getName();
        String functionAddress = entry.toString();

        // Process decompiled code
        processDecompiledCode(function, output.getJSONArray("decompiled"), 
                            functionName, functionAddress);

        // Process disassembled code
        processDisassembledCode(function, output.getJSONArray("disassembled"), 
                              functionName, functionAddress);

        // Process CFG
        processCFG(function, output.getJSONArray("cfg"), functionAddress);
    }

    private void processDecompiledCode(Function function, JSONArray decompArray, 
                                     String functionName, String functionAddress) {
        DecompileResults results = decompInterface.decompileFunction(function, 30, monitor);
        if (results.decompileCompleted()) {
            String decompiledCode = results.getDecompiledFunction().getC();
            String contentHash = calculateHash(decompiledCode);

            JSONObject functionObj = new JSONObject();
            functionObj.put("decompiled_content_hash", contentHash);
            functionObj.put("decompiled_function_name", functionName);
            functionObj.put("decompiled_function_address", functionAddress);
            functionObj.put("decompiled_function", decompiledCode);
            
            decompArray.put(functionObj);
        }
    }

    private void processDisassembledCode(Function function, JSONArray disasmArray, 
                                       String functionName, String functionAddress) {
        try {
            StringBuilder disassembly = new StringBuilder();
            StringBuilder normalized = new StringBuilder();
            int instructionCount = 0;

            Listing listing = currentProgram.getListing();
            AddressSetView functionBody = function.getBody();
            InstructionIterator instructions = listing.getInstructions(functionBody, true);

            while (instructions.hasNext()) {
                try {
                    Instruction instr = instructions.next();
                    String disasmLine = instr.toString();
                    disassembly.append(disasmLine).append("\n");
                    normalized.append(normalizeInstruction(disasmLine)).append("\n");
                    instructionCount++;
                } catch (Exception e) {
                    System.err.println("Error processing instruction in " + functionName + ": " + e.getMessage());
                }
            }

            String disassembledCode = disassembly.toString();
            String contentHash = calculateHash(disassembledCode);

            JSONObject functionObj = new JSONObject();
            functionObj.put("disassembled_content_hash", contentHash);
            functionObj.put("disassembled_function_name", functionName);
            functionObj.put("disassembled_function_address", functionAddress);
            functionObj.put("disassembled_function", disassembledCode);
            functionObj.put("normalized_disassembly", normalized.toString());
            functionObj.put("instruction_count", instructionCount);

            // Set similarity-related fields to null for now
            functionObj.put("minhash_signature", JSONObject.NULL);
            functionObj.put("opcode_frequency_vector", JSONObject.NULL);
            functionObj.put("api_calls_vector", JSONObject.NULL);
            functionObj.put("instruction_embedding", JSONObject.NULL);

            disasmArray.put(functionObj);
        } catch (Exception e) {
            System.err.println("Error processing disassembly for " + functionName + ": " + e.getMessage());
        }
    }

    private void processCFG(Function function, JSONArray cfgArray, String functionAddress) {
        try {
            CodeBlockIterator blocks = basicBlockModel.getCodeBlocksContaining(
                function.getBody(), monitor);

            while (blocks.hasNext()) {
                CodeBlock block = blocks.next();
                String blockInstructions = getBlockInstructions(block);
                String blockId = calculateHash(blockInstructions);

                JSONObject blockObj = new JSONObject();
                blockObj.put("block_id", blockId);
                blockObj.put("function_address", functionAddress);
                blockObj.put("block_instructions", blockInstructions);

                // Get successor blocks
                CodeBlockReferenceIterator successors = block.getDestinations(monitor);
                JSONArray successorAddresses = new JSONArray();
                while (successors.hasNext()) {
                    CodeBlockReference ref = successors.next();
                    successorAddresses.put(ref.getDestinationAddress().toString());
                }
                blockObj.put("successor_blocks", successorAddresses);

                cfgArray.put(blockObj);
            }
        } catch (Exception e) {
            System.err.println("{\"error\": \"Error processing CFG: " + 
                             e.getMessage().replace("\"", "'") + "\"}");
        }
    }

    private String normalizeInstruction(String instruction) {
        return instruction.replaceAll("0x[0-9a-fA-F]+", "IMM")
                        .replaceAll("\\b\\d+\\b", "NUM");
    }

    private String getBlockInstructions(CodeBlock block) {
        StringBuilder instructions = new StringBuilder();
        AddressIterator addresses = block.getAddresses(true);
        while (addresses.hasNext()) {
            Address addr = addresses.next();
            Instruction instr = currentProgram.getListing().getInstructionAt(addr);
            if (instr != null) {
                instructions.append(instr.toString()).append("\n");
            }
        }
        return instructions.toString();
    }

    private String calculateHash(String content) {
        try {
            MessageDigest digest = MessageDigest.getInstance("SHA-256");
            byte[] hash = digest.digest(content.getBytes(StandardCharsets.UTF_8));
            StringBuilder hexString = new StringBuilder();
            for (byte b : hash) {
                hexString.append(String.format("%02x", b));
            }
            return hexString.toString();
        } catch (Exception e) {
            System.err.println("{\"error\": \"Error calculating hash\"}");
            return "";
        }
    }
}