Wafa Skalli

32 papers B 2Journal 20Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
CoRR
V. Allard, C. Heidsieck, F. Bermond, Cyrille B. Confavreux, Christophe Travert, Laurent Gajny, Wafa Skalli, David Mitton, Hélène Follet
2022 J jnl
Sensors
Jindong Jiang, Wafa Skalli, Ali Siadat, Laurent Gajny
2022 J jnl
Comput. Biol. Medicine
Claudio Vergari, Wafa Skalli, Louis Clavel, Michel Demuynck, Rémi Valentin, Baptiste Sandoz, Thomas Similowski, Valérie Attali
2022 J jnl
CoRR
Stéphane Urcun, Guillermo Lorenzo, Davide Baroli, Pierre-Yves Rohan, Giuseppe Sciumè, Wafa Skalli, Vincent Lubrano, Stéphane P. A. Bordas
2020 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Laurent Gajny, Léopold Robichon, Eleonora Pinto, Thibault Hernandez, Raphaël Vialle, Wafa Skalli
2020 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Claudio Vergari, Wafa Skalli, Laurent Gajny
2020 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Claudio Vergari, Benjamin Aubert, Pauline Lallemant-Dudek, Thomas-Xavier Haen, Wafa Skalli
2020 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
François Girinon, Laurent Gajny, Shahin Ebrahimi, Louis Dagneaux, Philippe Rouch, Wafa Skalli
2019 conf
ISBI
Shahin Ebrahimi, Laurent Gajny, Wafa Skalli, Elsa D. Angelini
2019 J jnl
IEEE Trans. Biomed. Eng.
Stan Durand, Christian Pierre-Yves Rohan, Taya Hamilton, Wafa Skalli, Hermano Igo Krebs
2019 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Shahin Ebrahimi, Laurent Gajny, Wafa Skalli, Elsa D. Angelini
2016 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Benjamin Aubert, Claudio Vergari, Brice Ilharreborde, Aurélien Courvoisier, Wafa Skalli
2016 conf
ISBI
Shahin Ebrahimi, Elsa D. Angelini, Laurent Gajny, Wafa Skalli
2015 J jnl
Medical Biol. Eng. Comput.
Guillaume Dubois, D. Bonneau, Virginie Lafage, Philippe Rouch, Wafa Skalli
2014 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Erwan Jolivet, Elisabeth Dion, Philippe Rouch, Guillaume Dubois, Remi Charrier, Christine Payan, Wafa Skalli
2013 J jnl
Medical Biol. Eng. Comput.
Baptiste Sandoz, Alina Badina, Sébastien Laporte, Karene Lambot, David Mitton, Wafa Skalli
2012 B conf
Image Processing
Pierre-Yves Lagacé, Thierry Cresson, Nicola Hagemeister, Fabien Billuart, Xavier Ohl, Jacques A. de Guise, Wafa Skalli
2011 J jnl
Medical Biol. Eng. Comput.
Christophe Travert, Erwan Jolivet, Emilie Sapin-de Brosses, David Mitton, Wafa Skalli
2010 J jnl
Medical Biol. Eng. Comput.
Erwan Jolivet, Baptiste Sandoz, Sébastien Laporte, David Mitton, Wafa Skalli
2009 J jnl
Medical Biol. Eng. Comput.
I. Südhoff, Jacques A. de Guise, Antoine Nordez, Erwan Jolivet, D. Bonneau, V. Khoury, Wafa Skalli
2008 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Neila Mezghani, Ramnada Chav, Ludovic Humbert, Stefan Parent, Wafa Skalli, Jacques A. de Guise
2008 J jnl
Medical Biol. Eng. Comput.
A. Baudoin, Wafa Skalli, Jacques A. de Guise, David Mitton
2005 J jnl
IEEE Trans. Biomed. Eng.
Raphaël Dumas, Rachid Aissaoui, David Mitton, Wafa Skalli, Jacques A. de Guise
2004 conf
CARS
Sébastien Laporte, Wafa Skalli, Benjamin Aubert, S. Bertrand, David Mitton
2004 conf
CARS
Raphaël Dumas, Rachid Aissaoui, David Mitton, Wafa Skalli, Jacques A. de Guise
2004 conf
CARS
Sylvain Deschênes, Benoit Godbout, Vincent Pomero, Wafa Skalli, Jacques A. de Guise
2003 conf
ICIP (1)
Said Benameur, Max Mignotte, Stefan Parent, Hubert Labelle, Wafa Skalli, Jacques A. de Guise
2003 conf
CARS
Vincent Pomero, Sylvain Deschênes, Dominic Branchaud, David Mitton, Sébastien Laporte, Benoit Godbout, Wafa Skalli, Jacques A. de Guise
2003 B conf
Image Processing
Sylvain Deschênes, Benoit Godbout, Dominic Branchaud, David Mitton, Vincent Pomero, André Bleau, Wafa Skalli, Jacques A. de Guise
2003 conf
CARS
L. Nodé-Langlois, Sébastien Laporte, R. Badet, P. Neyret, David Mitton, F. Lavaste, Wafa Skalli
2003 conf
CARS
Anthony Le Bras, Sébastien Laporte, Valérie Bousson, David Mitton, Jacques A. de Guise, Jean Denis Laredo, Wafa Skalli
2001 conf
CVPR (2)
Said Benameur, Max Mignotte, Stefan Parent, Hubert Labelle, Wafa Skalli, Jacques A. de Guise
redb/extractors/decompiler/_archive/GhidraDecompilerScript-v2.java
← Index redb/extractors/decompiler/_archive/GhidraDecompilerScript-v2.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 {
        System.err.println("{\"debug\": \"Script starting\"}");

        // 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];

        // Add debug output after setup
        System.err.println("{\"debug\": \"Processing file: " + 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);
        }

        System.err.println("{\"debug\": \"Preparing final 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) {
        try {
            Address entry = function.getEntryPoint();
            String functionName = function.getName();
            String functionAddress = entry.toString();

            // Process each analysis type independently
            boolean hasAnyResults = false;

            try {
                if (processDecompiledCode(function, output.getJSONArray("decompiled"),
                                        functionName, functionAddress)) {
                    hasAnyResults = true;
                }
            } catch (Exception e) {
                System.err.println(String.format(
                    "{\"error\": \"Decompilation failed for function %s: %s\"}",
                    functionName, e.getMessage().replace("\"", "'")));
            }

            try {
                if (processDisassembledCode(function, output.getJSONArray("disassembled"),
                                        functionName, functionAddress)) {
                    hasAnyResults = true;
                }
            } catch (Exception e) {
                System.err.println(String.format(
                    "{\"error\": \"Disassembly failed for function %s: %s\"}",
                    functionName, e.getMessage().replace("\"", "'")));
            }

            try {
                if (processCFG(function, output.getJSONArray("cfg"), functionAddress)) {
                    hasAnyResults = true;
                }
            } catch (Exception e) {
                System.err.println(String.format(
                    "{\"error\": \"CFG extraction failed for function %s: %s\"}",
                    functionName, e.getMessage().replace("\"", "'")));
            }

            if (!hasAnyResults) {
                System.err.println(String.format(
                    "{\"warning\": \"No results obtained for function %s\"}",
                    functionName));
            }

        } catch (Exception e) {
            System.err.println(String.format(
                "{\"error\": \"Failed to process function: %s\"}",
                e.getMessage().replace("\"", "'")));
        }
    }

    private boolean processDecompiledCode(Function function, JSONArray decompArray,
                                        String functionName, String functionAddress) {
        try {
            DecompileResults results = decompInterface.decompileFunction(function, 30, monitor);
            if (results == null || !results.decompileCompleted()) {
                System.err.println(String.format(
                    "{\"warning\": \"Decompilation incomplete for function %s\"}",
                    functionName));
                return false;
            }

            String decompiledCode = results.getDecompiledFunction().getC();
            if (decompiledCode == null || decompiledCode.trim().isEmpty()) {
                System.err.println(String.format(
                    "{\"warning\": \"Empty decompilation result for function %s\"}",
                    functionName));
                return false;
            }

            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);
            return true;

        } catch (Exception e) {
            throw new RuntimeException("Decompilation error: " + e.getMessage(), e);
        }
    }

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

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

            while (instructions.hasNext()) {
                try {
                    Instruction instr = instructions.next();
                    if (instr != null) {
                        String disasmLine = instr.toString();
                        if (disasmLine != null && !disasmLine.trim().isEmpty()) {
                            disassembly.append(disasmLine).append("\n");
                            normalized.append(normalizeInstruction(disasmLine)).append("\n");
                            instructionCount++;
                            hasValidInstructions = true;
                        }
                    }
                } catch (Exception e) {
                    System.err.println(String.format(
                        "{\"warning\": \"Skipped invalid instruction in %s: %s\"}",
                        functionName, e.getMessage().replace("\"", "'")));
                }
            }

            if (!hasValidInstructions) {
                System.err.println(String.format(
                    "{\"warning\": \"No valid instructions found in function %s\"}",
                    functionName));
                return false;
            }

            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);

            // Initialize similarity fields as null
            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);
            return true;

        } catch (Exception e) {
            throw new RuntimeException("Disassembly error: " + e.getMessage(), e);
        }
    }

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

            boolean hasValidBlocks = false;

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

                    if (blockInstructions == null || blockInstructions.trim().isEmpty()) {
                        continue;
                    }

                    String blockId = calculateHash(blockInstructions);

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

                    // Process successors with error handling
                    JSONArray successorAddresses = new JSONArray();
                    try {
                        CodeBlockReferenceIterator successors = block.getDestinations(monitor);
                        while (successors.hasNext()) {
                            try {
                                CodeBlockReference ref = successors.next();
                                if (ref != null && ref.getDestinationAddress() != null) {
                                    successorAddresses.put(ref.getDestinationAddress().toString());
                                }
                            } catch (Exception e) {
                                System.err.println(String.format(
                                    "{\"warning\": \"Skipped invalid successor in block %s: %s\"}",
                                    blockId, e.getMessage().replace("\"", "'")));
                            }
                        }
                    } catch (Exception e) {
                        System.err.println(String.format(
                            "{\"warning\": \"Error processing successors for block %s: %s\"}",
                            blockId, e.getMessage().replace("\"", "'")));
                    }

                    blockObj.put("successor_blocks", successorAddresses);
                    cfgArray.put(blockObj);
                    hasValidBlocks = true;

                } catch (Exception e) {
                    System.err.println(String.format(
                        "{\"warning\": \"Skipped invalid block in function %s: %s\"}",
                        functionAddress, e.getMessage().replace("\"", "'")));
                }
            }

            return hasValidBlocks;

        } catch (Exception e) {
            throw new RuntimeException("CFG extraction error: " + e.getMessage(), e);
        }
    }

    private String getBlockInstructions(CodeBlock block) {
        StringBuilder instructions = new StringBuilder();
        try {
            AddressIterator addresses = block.getAddresses(true);
            while (addresses.hasNext()) {
                try {
                    Address addr = addresses.next();
                    if (addr != null) {
                        Instruction instr = currentProgram.getListing().getInstructionAt(addr);
                        if (instr != null) {
                            instructions.append(instr.toString()).append("\n");
                        }
                    }
                } catch (Exception e) {
                    System.err.println(String.format(
                        "{\"warning\": \"Skipped invalid instruction at address %s: %s\"}",
                        addresses.next(), e.getMessage().replace("\"", "'")));
                }
            }
        } catch (Exception e) {
            System.err.println(String.format(
                "{\"warning\": \"Error getting block instructions: %s\"}",
                e.getMessage().replace("\"", "'")));
        }
        return instructions.toString();
    }

    private String normalizeInstruction(String instruction) {
        try {
            if (instruction == null || instruction.trim().isEmpty()) {
                return "";
            }
            return instruction.replaceAll("0x[0-9a-fA-F]+", "IMM")
                            .replaceAll("\\b\\d+\\b", "NUM")
                            .replaceAll("[\\[\\]\\+\\-\\*/%&|^]+", "_OP_");
        } catch (Exception e) {
            System.err.println(String.format(
                "{\"warning\": \"Error normalizing instruction: %s\"}",
                e.getMessage().replace("\"", "'")));
            return instruction;
        }
    }

    private String calculateHash(String content) {
        try {
            if (content == null || content.trim().isEmpty()) {
                return "";
            }
            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(String.format(
                "{\"error\": \"Error calculating hash: %s\"}",
                e.getMessage().replace("\"", "'")));
            return "";
        }
    }
}