thesis-intersection-attacks/code/src/main/java/analyzer/Analyzer.java

package analyzer;

import analyzer.models.Client;
import analyzer.models.Hashtag;
import analyzer.models.Round;
import analyzer.models.User;

import java.io.IOException;
import java.util.*;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Future;
import java.util.concurrent.atomic.AtomicInteger;

/**
 * This class calls the parsers running parallel, then performs intersection attacks from the loaded objects.
 */
public class Analyzer {
    private static final int threadPoolSize = 8;

    public static final int roundLength = 1800;
    public static final int clientNo = 1000000;

    public static final String datasetName = "reddit"; //;

    public static final boolean coverTraffic = false;
    public static final int delay = 0;

    public static String childPath = "";
    public static String logType = "";  //"top-" "random_"
    public static String logPath = "";
    public static String clientLogPath = "";
    public static String serverLogPath = "";

    //TEST
    //private static final User toTraceUser = new User(306637085);
    private static final String toTraceHashtag = "InstantFollowBack";
    private static final String intersectingClientID = "client-937851";
    private static final long targetUserID = 398449825L;


    public static void main(String[] args) throws InterruptedException, ExecutionException {
        //a.traceHashtag();
        //traceClientHashtagLink();
        traceClientUserLink();
    }

    public Analyzer () throws InterruptedException {
        pathConfig();
        Thread slogs = new Thread(() -> {
            try {
                ServerLogParser.run();
            } catch (IOException e) {
                e.printStackTrace();
            }
        });
        Thread clogs = new Thread(ClientLogParser::run);
        slogs.start();
        clogs.start();
        slogs.join();
        clogs.join();
        //checkParsing();
        System.out.println("round length: " + Analyzer.roundLength);

        //new ServerLogParser(serverLogPath).traceUser();
    }

    private static void pathConfig() {
        String currentDirectory;
        currentDirectory = System.getProperty("user.dir");
        logPath = currentDirectory + "sample\\";
        childPath = coverTraffic ? "ct" + "\\" + coverTraffic : delay > 0 ? "delay" + "\\" + delay : roundLength + "";
        if(datasetName.equals("twitter")) {
            logType = "twitter\\random_";
            logPath = logPath + logType + clientNo + "\\" + childPath;
        }
        else if(datasetName.equals("reddit")) {
            logType = "reddit\\";
            logPath = logPath + logType + "\\" + "ct\\0\\";
        }
        clientLogPath = logPath + "\\clogs.txt";
        serverLogPath = logPath + "\\slogs.txt";
    }

    private static void traceClientUserLink() throws InterruptedException, ExecutionException {
        Analyzer privateInst = new Analyzer();
        int roundNum = privateInst.intersectUsers(ClientLogParser.clients.get(intersectingClientID), 1, true);
        System.out.println("roundNum: " + roundNum);
    }

    private static void traceClientHashtagLink() throws ExecutionException, InterruptedException {
        Analyzer privateInst = new Analyzer();
        List<Map.Entry<String, Integer>> intersection = privateInst.intersectHashtags(ClientLogParser.clients.get(intersectingClientID), 1000, true);
        Hashtag[] hashtags = new Hashtag[intersection.size()];
        for(int i = 0; i < hashtags.length; i++)
            hashtags[i] = ServerLogParser.hashtags.get(intersection.get(i).getKey());
        System.out.println();
        List<Map.Entry<Hashtag, Integer>> results = privateInst.calculatePointsGivenHashtags(ClientLogParser.clients.get(intersectingClientID), hashtags, 1, true);
        System.out.println("Result size: " + results.size());
        //User targetUser = ServerLogParser.users.get(targetUserID);
        //System.out.println();
        //targetUser.getHashtags().forEach((k, v) -> System.out.println(k.getName()));
    }

    public void traceHashtag() throws InterruptedException, ExecutionException {
        Hashtag staticTargetHashtag = ServerLogParser.hashtags.get(toTraceHashtag);
        Client staticTargetClient = ClientLogParser.clients.get(intersectingClientID);
        System.out.println(staticTargetHashtag.getName() + " size: " + staticTargetHashtag.getRoundMap().size());

        long startCalculatingMaxPoint = System.currentTimeMillis();
        calculatePointsAllClients(staticTargetHashtag, 0, true);
        long calculatingMaxPointTime = System.currentTimeMillis() - startCalculatingMaxPoint;
        System.out.println("CalculatingMaxPointTime: " + calculatingMaxPointTime + " ms");

        System.out.println();
        System.out.println(staticTargetClient.getId() + " " + staticTargetClient.postingTraces());
        //print traced hashtag
        System.out.println("Hashtag " + staticTargetHashtag.getName() + " " + staticTargetHashtag.hashtagTraces());


        long startIntersecting = System.currentTimeMillis();
        intersectHashtags(staticTargetClient, 0, true);
        long intersectingTime = System.currentTimeMillis() - startIntersecting;
        System.out.println("Intersecting Time: " + intersectingTime + " ms");
    }

    /**
     * This method calculates points between a given hashtag and all clients, and prints out these points if needed.
     * @param hashtag hashtag to calculate points against all clients
     * @param returnNum number of returned highest point 2-tuples (client, point)
     * @param printOut true if log print-out is needed
     * @return list of highest point 2-tuples (client, point)
     * @throws InterruptedException
     * @throws ExecutionException
     */
    public List<Map.Entry<Client, Integer>> calculatePointsAllClients(Hashtag hashtag, int returnNum, boolean printOut) throws InterruptedException, ExecutionException {
        Hashtable<Client, Integer> clientPointsWithHashtag = new Hashtable<>(ClientLogParser.clients.size(), 1);
        ClientLogParser.clients.values().forEach(c -> clientPointsWithHashtag.put(c, 0));

        ExecutorService executor = Executors.newFixedThreadPool(threadPoolSize);
        List<Future<?>> tasks = new ArrayList<>();
        for(Client c : clientPointsWithHashtag.keySet()) {
            Future<?> task = executor.submit(new PointCalculatorTask(c, hashtag, clientPointsWithHashtag, null));
            tasks.add(task);
        }
        for(Future<?> task : tasks)
            task.get();
        executor.shutdown();

        long startSortTime = System.currentTimeMillis();
        List<Map.Entry<Client, Integer>> sortedList = new ArrayList<>(clientPointsWithHashtag.entrySet());
        sortedList.sort(((o1, o2) -> o2.getValue().compareTo(o1.getValue())));
        long sortTime = System.currentTimeMillis() - startSortTime;

        if(printOut) {
            System.out.println("Points for hashtag " + hashtag.getName());
            System.out.println("Sorting time : " + sortTime + " ms");
            System.out.println("Client-ID\tPoints");
            int maxPrintOut = Math.min(20, sortedList.size());
            for(int i=0; i < maxPrintOut; i++) {
                Map.Entry<Client, Integer> e = sortedList.get(i);
                System.out.println(e.getKey().getId() + "\t" + e.getValue());
            }
        }

        if(returnNum > 0) {
            if(returnNum >= sortedList.size())
                return sortedList;
            else {
                List<Map.Entry<Client, Integer>> returnList = new ArrayList<>();
                int maxVal = sortedList.get(0).getValue();
                for (Map.Entry<Client, Integer> entry : sortedList) {
                    if (entry.getValue().equals(maxVal)) {
                        returnList.add(entry);
                    } else {
                        if (returnList.size() < returnNum) {
                            maxVal = entry.getValue();
                            returnList.add(entry);
                        } else
                            break;
                    }
                }
                return returnList;
            }
        }
        return null;
    }

    /**
     * This method calculates points between a client and a set of hashtags and prints out these points if needed.
     * @param client client to calculate point against a set of hashtags
     * @param hashtags set of hashtags to calculate point against client
     * @param returnNum number of returned highest point 2-tuples (hashtag, point)
     * @param printOut true if log print-out is needed
     * @return list of highest point 2-tuples (hashtag, point)
     * @throws InterruptedException
     * @throws ExecutionException
     */
    public List<Map.Entry<Hashtag, Integer>> calculatePointsGivenHashtags(Client client, Hashtag[] hashtags, int returnNum, boolean printOut) throws InterruptedException, ExecutionException {
        Hashtable<Hashtag, Integer> hashtagPointMap = new Hashtable<>(hashtags.length, 1);
        Arrays.stream(hashtags).forEach(h -> hashtagPointMap.put(h, 0));

        ExecutorService executor = Executors.newFixedThreadPool(threadPoolSize);
        List<Future<?>> tasks = new ArrayList<>();
        for(Hashtag h : hashtags) {
            Future<?> task = executor.submit(new PointCalculatorTask(client, h, null, hashtagPointMap));
            tasks.add(task);
        }
        for(Future<?> task : tasks)
            task.get();
        executor.shutdown();

        long startSortTime = System.currentTimeMillis();
        List<Map.Entry<Hashtag, Integer>> sortedList = new ArrayList<>(hashtagPointMap.entrySet());
        sortedList.sort(((o1, o2) -> o2.getValue().compareTo(o1.getValue())));
        long sortTime = System.currentTimeMillis() - startSortTime;


        if(returnNum > 0) {
            if(returnNum >= sortedList.size())
                return sortedList;
            else {
                List<Map.Entry<Hashtag, Integer>> returnList = new ArrayList<>();
                int maxVal = sortedList.get(0).getValue();
                for (Map.Entry<Hashtag, Integer> entry : sortedList) {
                    if (entry.getValue().equals(maxVal)) {
                        returnList.add(entry);
                    } else {
                        if (returnList.size() < returnNum) {
                            maxVal = entry.getValue();
                            returnList.add(entry);
                        } else
                            break;
                    }
                }
                if(printOut) {
                    System.out.println("Points for Client " + client.getId());
                    System.out.println("Sorting time : " + sortTime + " ms");
                    System.out.println("Client-ID\tPoints");
                    for(int i=0; i < returnList.size(); i++) {
                        Map.Entry<Hashtag, Integer> e = returnList.get(i);
                        System.out.println(e.getKey().getName() + "\t" + e.getValue());
                    }
                }
                return returnList;
            }
        }
        return null;
    }

    /**
     * This method performs intersection attacks by calculating the correlation points from a given targetClient against hashtags based on active rounds
     * @param targetClient target client to perform the attack
     * @param returnNum number of returned 2-tuples of most relevant suspects
     * @param printOut true if log print-out is needed
     * @return list of highest point 2-tuples (hashtag, point)
     */
    public List<Map.Entry<String, Integer>> intersectHashtags(Client targetClient, int returnNum, boolean printOut) {
        //initialize a mapping of all possible hashtags with their no of occurrences
        Map<String, Integer> results = new Hashtable<>();

        List<Round> targetRounds = new ArrayList<>(targetClient.getRounds().keySet());
        targetRounds.sort(Comparator.comparingInt(Round::getNo));
        int targetNoRounds = targetRounds.size();
        int lastRound = 1;
        long lastResult = ServerLogParser.hashtags.size();
        for(int i = 0; i < targetNoRounds; i++) {
            results.forEach((k, v) -> results.replace(k, v - 1));
            //results.entrySet().removeIf(e -> (e.getValue() < 0));

            int targetRoundNo = targetRounds.get(i).getNo();
            List<Hashtag> hashtagsOfARound = new ArrayList<>(ServerLogParser.rounds.get(targetRoundNo).getHashtags().keySet());
            for(Hashtag hashtag: hashtagsOfARound) {
                if(results.containsKey(hashtag.getName()))
                    results.replace(hashtag.getName(), results.get(hashtag.getName()) + 2);
                else
                    results.put(hashtag.getName(), -(i + 1) + 1);
            }
            //long resultSize = Collections.frequency(results.values(), Collections.max(results.values(), Integer::compare));

            //for (int x = lastRound + 1; x < targetRoundNo; x++) {
            //    System.out.print(lastResult+ ",");
            //}
            //lastRound = targetRoundNo;
            //lastResult = resultSize;
            //System.out.print(resultSize + ",");
        }
        //System.out.println();
        //results.entrySet().removeIf(e -> (e.getValue() < targetNoRound /2));
        List<Map.Entry<String, Integer>> sortedList = new ArrayList<>(results.entrySet());
        sortedList.sort(Map.Entry.comparingByValue((v1, v2) -> Integer.compare(v2, v1)));


        if(returnNum > 0) {
            if(returnNum >= sortedList.size())
                return sortedList;
            else {
                List<Map.Entry<String, Integer>> returnList = new ArrayList<>();
                int maxVal = sortedList.get(0).getValue();
                for (Map.Entry<String, Integer> entry : sortedList) {
                    if (entry.getValue().equals(maxVal)) {
                        returnList.add(entry);
                    } else {
                        if (returnList.size() < returnNum) {
                            maxVal = entry.getValue();
                            returnList.add(entry);
                        } else
                            break;
                    }
                }
                if(printOut) {
                    System.out.print(targetClient.getId() + ": ");
                    System.out.println("no of rounds of " + targetClient.getId() +  ": " + targetNoRounds);
                    for(int i = 0; i < returnList.size(); i++) {
                        System.out.print(returnList.get(i).getKey() + "|" + returnList.get(i).getValue() + " ");
                    }
                    //sortedList.forEach(e -> System.out.print(e.getKey() + "|" + e.getValue() + " "));
                    System.out.println();
                }
                return returnList;
            }
        }
        return null;
    }

    /**
     * This method performs intersection attacks by matching the behaviour of targetClient with all other clients.
     * @param targetClient target client to perform the attacks
     * @param returnNum number of returned 2-tuples of most relevant suspects
     * @param printOut true if log print-out is needed
     * @return number of rounds needed until the attacks finish
     */
    public int intersectUsers(Client targetClient, int returnNum, boolean printOut) {
        int roundProcessed = -1;
        List<User> userList = new ArrayList<>(ServerLogParser.users.values());
        List<Round> roundList = new ArrayList<>(ServerLogParser.rounds.values());
        roundList.sort(Comparator.comparingInt(Round::getNo));
        for(Round r: roundList) {
            if(!targetClient.getRounds().containsKey(r)) {
                userList.removeIf(u -> u.getRounds().containsKey(r));
            } else {
                userList.removeIf(u -> !u.getRounds().containsKey(r) || !u.getRounds().get(r).equals(targetClient.getRounds().get(r)));
            }
            //System.out.print(userList.size() + ", ");
            if(userList.size() <= 1) {
                roundProcessed = r.getNo();
                break;
            }
        }
        //System.out.println();
        if(userList.size() != 1) {
            roundProcessed = -1;
        }
        if(printOut) {
            System.out.println("Suspect(s): ");
            userList.forEach(e -> System.out.println(e.getId()));
            System.out.println();
            System.out.println("rounds processed: " + roundProcessed);
            System.out.println();
            System.out.println();
        }
        return roundProcessed;
    }

    /**
     * This method checks the parsing processes, exits the JVM if there is an error.
     */
    private static void checkParsing() {
        if(ClientLogParser.clientRoundNo != ServerLogParser.serverRoundNo) {
            System.out.println("Parsing Error: Round numbers are not equals");
            System.exit(1);
        }

        if(ClientLogParser.clients.size() != ServerLogParser.users.size()) {
            System.out.println("Parsing Error: Client/User numbers are not equals");
            System.exit(1);
        }
    }

    /**
     * This class models the parallel execution of point calculations
     */
    private static class PointCalculatorTask implements Runnable {
        private final Client client;
        private final Hashtag hashtag;
        private final Hashtable<Client, Integer> clientMap;
        private final Hashtable<Hashtag, Integer> hashtagMap;

        private PointCalculatorTask(Client c, Hashtag hashtag, Hashtable<Client, Integer> clientMap, Hashtable<Hashtag, Integer> hashtagMap) {
            this.client = c;
            this.hashtag = hashtag;
            this.clientMap = clientMap;
            this.hashtagMap = hashtagMap;
        }

        @Override
        public void run() {
            calculatePoint();
        }

        private void calculatePoint() {
            Map<Round, Integer> clone = new Hashtable<>(client.getRounds());
            AtomicInteger n = new AtomicInteger();
            clone.keySet().retainAll(this.hashtag.getRoundMap().keySet());
            clone.forEach((k, v) -> n.addAndGet((Math.min(v, this.hashtag.getRoundMap().get(k)))));
            if(clientMap != null)
                clientMap.put(this.client, n.get());
            if(hashtagMap != null)
                hashtagMap.put(this.hashtag, n.get());
        }
    }
}