Exemplo n.º 1
0
    def process_sig(self, chip_name, sig):
        """This computes and records some greedy statistics on a given signature"""

        # add this chip if it is unknown
        if chip_name not in self.signatureMap.keys():
            self.add(chip_name, sig)
        else:
            # update unstable bit map
            if chip_name not in self.unstableBits:
                self.unstableBits[chip_name] = BitStream(uint=0,
                                                         length=self.nb)
            if self.measCount[chip_name] > 0:
                self.unstableBits[chip_name] = self.unstableBits[chip_name] | (
                    self.signatureMap[chip_name] ^ sig)

        # Increment the measurement count for this chip
        self.measCount[chip_name] += 1

        # record 1 noise distance
        if chip_name not in self.noiseDistMap.keys():
            self.noiseDistMap[chip_name] = []
        else:
            # assume that if we didn't have a list, that this is the first measurement,
            # and therefore we need to wait for a subsequent one before we can compute a noise distance
            self.noiseDistMap[chip_name].append(
                bitstringutils.hd(sig, self.signatureMap[chip_name]))
            # for scalability, should truncate this list
            if len(self.noiseDistMap[chip_name]) > self.max_num_dists:
                self.noiseDistMap[chip_name] = self.noiseDistMap[chip_name][
                    -self.max_num_dists:]

        # and record (N_C - 1) inter-chip distances
        for other_chip_name in self.signatureMap.keys():
            if other_chip_name == chip_name:
                # don't compare to self
                continue
            if chip_name not in self.interChipDistMap.keys():
                self.interChipDistMap[chip_name] = dict()
            if other_chip_name not in self.interChipDistMap[chip_name].keys():
                self.interChipDistMap[chip_name][other_chip_name] = []
            self.interChipDistMap[chip_name][other_chip_name].append(
                bitstringutils.hd(sig, self.signatureMap[other_chip_name]))
            # for scalability, I truncate this list
            if len(self.interChipDistMap[chip_name]
                   [other_chip_name]) > self.max_num_dists:
                self.interChipDistMap[chip_name][
                    other_chip_name] = self.interChipDistMap[chip_name][
                        other_chip_name][-self.max_num_dists:]
Exemplo n.º 2
0
    def MatchMap(self, bits):
        "This compares a bit string against all known chip signatures"

        hd_dict = dict()
        for key, value in self.signatureMap.items():
            relhd = float(bitstringutils.hd(bits, value)) / self.nb
            hd_dict[key] = relhd

        return hd_dict
Exemplo n.º 3
0
    def MatchMap(self, bits):
        "This compares a bit string against all known chip signatures"

        hd_dict = dict()
        for key, value in self.signatureMap.items():
            relhd = float(bitstringutils.hd(bits, value))/self.nb
            hd_dict[key] = relhd

        return hd_dict
Exemplo n.º 4
0
    def process_sig (self, chip_name, sig):
        """This computes and records some greedy statistics on a given signature"""

        # add this chip if it is unknown
        if chip_name not in self.signatureMap.keys():
            self.add(chip_name, sig)
        else:
            # update unstable bit map
            if chip_name not in self.unstableBits:
                self.unstableBits[chip_name] = BitStream(uint=0, length=self.nb)
            if self.measCount[chip_name] > 0:
                self.unstableBits[chip_name] = self.unstableBits[chip_name] | (self.signatureMap[chip_name] ^ sig) 
        
        # Increment the measurement count for this chip
        self.measCount[chip_name] += 1

        # record 1 noise distance
        if chip_name not in self.noiseDistMap.keys():
            self.noiseDistMap[chip_name] = []
        else: 
            # assume that if we didn't have a list, that this is the first measurement, 
            # and therefore we need to wait for a subsequent one before we can compute a noise distance
            self.noiseDistMap[chip_name].append(bitstringutils.hd(sig, self.signatureMap[chip_name]))
            # for scalability, should truncate this list 
            if len(self.noiseDistMap[chip_name]) > self.max_num_dists:
                self.noiseDistMap[chip_name] = self.noiseDistMap[chip_name][-self.max_num_dists:]

        # and record (N_C - 1) inter-chip distances
        for other_chip_name in self.signatureMap.keys():
            if other_chip_name == chip_name:
                # don't compare to self 
                continue
            if chip_name not in self.interChipDistMap.keys():
                self.interChipDistMap[chip_name] = dict()
            if other_chip_name not in self.interChipDistMap[chip_name].keys():
                self.interChipDistMap[chip_name][other_chip_name] = []
            self.interChipDistMap[chip_name][other_chip_name].append(
                bitstringutils.hd(sig, self.signatureMap[other_chip_name]))
            # for scalability, I truncate this list 
            if len(self.interChipDistMap[chip_name][other_chip_name]) > self.max_num_dists:
                self.interChipDistMap[chip_name][other_chip_name] = self.interChipDistMap[chip_name][other_chip_name][-self.max_num_dists:]